{"id":3351,"date":"2026-09-25T13:48:53","date_gmt":"2026-09-25T13:48:53","guid":{"rendered":"https:\/\/ewebtoolz.com\/blog\/a-guide-for-you-and-your-ai-agent\/"},"modified":"2026-09-25T13:48:53","modified_gmt":"2026-09-25T13:48:53","slug":"a-guide-for-you-and-your-ai-agent","status":"publish","type":"post","link":"https:\/\/ewebtoolz.com\/blog\/a-guide-for-you-and-your-ai-agent\/","title":{"rendered":"A Guide for You and Your AI Agent"},"content":{"rendered":"<p> <br \/>\n<\/p>\n<div style=\"--defaultWidthPx-yvf988:600px;--width840Px-1vprro7:840px;--px64-w0rxhh:64px;--px24-euyk2c:24px;--px48-1teynrh:48px;--px16-1iwg9yc:16px;--px32-1ecvgqj:32px\">\n<div class=\"css-0-introText\" style=\"\">\n<div style=\"--commonFontFamily-18pyjv:&quot;Ahrefs&quot;, sans-serif;--commonDesktopFontSize-df03h9:32px;--commonDesktopLineHeight-1j2516b:34px;--commonTabletFontSize-1dxj9ik:32px;--commonTabletLineHeight-xwk9uj:34px;--commonMobileFontSize-1dqmuso:24px;--commonMobileLineHeight-17gz9lh:26px;--japanFontFamily-11af4c8:&quot;Ahrefs&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:32px;--jaDesktopLineHeight-1h30gj1:34px;--jaTabletFontSize-1cs8g40:32px;--jaTabletLineHeight-rwumdp:34px;--jaMobileFontSize-3ilicb:24px;--jaMobileLineHeight-a733m1:26px;--koreanFontFamily-3unuz1:&quot;Ahrefs&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:32px;--koDesktopLineHeight-167f7ua:34px;--koTabletFontSize-wulysw:32px;--koTabletLineHeight-z06jhp:34px;--koMobileFontSize-hn8pa2:24px;--koMobileLineHeight-oto37y:26px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Ahrefs&quot;, sans-serif;--commonDesktopFontSize-df03h9:32px;--commonDesktopLineHeight-1j2516b:34px;--commonTabletFontSize-1dxj9ik:32px;--commonTabletLineHeight-xwk9uj:34px;--commonMobileFontSize-1dqmuso:24px;--commonMobileLineHeight-17gz9lh:26px;--japanFontFamily-11af4c8:&quot;Ahrefs&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:32px;--jaDesktopLineHeight-1h30gj1:34px;--jaTabletFontSize-1cs8g40:32px;--jaTabletLineHeight-rwumdp:34px;--jaMobileFontSize-3ilicb:24px;--jaMobileLineHeight-a733m1:26px;--koreanFontFamily-3unuz1:&quot;Ahrefs&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:32px;--koDesktopLineHeight-167f7ua:34px;--koTabletFontSize-wulysw:32px;--koTabletLineHeight-z06jhp:34px;--koMobileFontSize-hn8pa2:24px;--koMobileLineHeight-oto37y:26px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">Optimizing for AI search means improving your pages so they&#8217;re more likely to be cited by AI assistants when people ask relevant questions.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">It might sound like a completely new discipline. For the most part, it isn&#8217;t.<\/p>\n<\/div>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\"><a class=\"css-4g6ai3-link css-17esnuy-link\" style=\"--color-czybvw:#3A57FC;--hoverColor-1eveqlc:#F75A03\" href=\"https:\/\/developers.google.com\/search\/docs\/fundamentals\/ai-optimization-guide\" target=\"_blank\" rel=\"nofollow noopener\">Google says<\/a> its AI search features still rely on its core search systems. Your content still needs to be crawlable, indexable, and useful.<\/p>\n<\/div>\n<div class=\"css-1gtanqs-image\" style=\"\">\n<div class=\"css-78500v-boxBackgroundColor css-13seggy-paddingMobile css-a84flc-paddingTablet css-v4p7n9-paddingDesktop css-1wj4459-borderRadius\" style=\"--bgColor-pz6qop:#F4F5F6;--t-mpkruj:8px;--r-zo23ai:8px;--b-1nl6rhj:8px;--l-1vs7g4c:8px;--t-1iu47sz:16px;--r-uuo27m:16px;--b-1w9wo1k:16px;--l-189ev0i:16px;--t-4dhen1:16px;--r-owubzf:16px;--b-10wcjbv:16px;--l-14x3jlp:16px;--radius-4sxhux:6px\">\n<div class=\"css-h4rn00-captionImageWell css-8atqhb-captionImageWell css-129gw94-captionImageWell css-wtpnzt-captionImageWell css-i6bazn-captionImageWell\" style=\"--accentMuted-yv75qk:#FFE7CD\"><img decoding=\"async\" class=\"css-9whsf3-imgDefaults css-x97jm9-imgDefaults\" src=\"\" alt=\"Google guidance saying AI search features rely on core Search ranking systems\" loading=\"lazy\"\/><\/div>\n<\/div>\n<\/div>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\"><a class=\"css-4g6ai3-link css-17esnuy-link\" style=\"--color-czybvw:#3A57FC;--hoverColor-1eveqlc:#F75A03\" href=\"https:\/\/blogs.bing.com\/search\/May-2026\/Evolving-role-of-the-index-From-ranking-pages-to-supporting-answers\" target=\"_blank\" rel=\"nofollow noopener\">Microsoft says<\/a> that Bing&#8217;s index is evolving from a list of pages into a source of facts that AI systems can use to build answers.<\/p>\n<\/div>\n<div class=\"css-1gtanqs-image\" style=\"\">\n<div class=\"css-78500v-boxBackgroundColor css-13seggy-paddingMobile css-a84flc-paddingTablet css-v4p7n9-paddingDesktop css-1wj4459-borderRadius\" style=\"--bgColor-pz6qop:#F4F5F6;--t-mpkruj:8px;--r-zo23ai:8px;--b-1nl6rhj:8px;--l-1vs7g4c:8px;--t-1iu47sz:16px;--r-uuo27m:16px;--b-1w9wo1k:16px;--l-189ev0i:16px;--t-4dhen1:16px;--r-owubzf:16px;--b-10wcjbv:16px;--l-14x3jlp:16px;--radius-4sxhux:6px\">\n<div class=\"css-h4rn00-captionImageWell css-8atqhb-captionImageWell css-129gw94-captionImageWell css-wtpnzt-captionImageWell css-i6bazn-captionImageWell\" style=\"--accentMuted-yv75qk:#FFE7CD\"><img decoding=\"async\" class=\"css-9whsf3-imgDefaults css-x97jm9-imgDefaults\" src=\"\" alt=\"Bing blog quote on the index shifting from documents to groundable information\" loading=\"lazy\"\/><\/div>\n<\/div>\n<\/div>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">Put those two ideas together, and the real change becomes clearer: AI search still depends on traditional search, but ranking is no longer the whole job. Your content also needs to provide facts that AI systems can understand, trust, and cite.<\/p>\n<\/div>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">To optimize a page for AI search, make sure AI systems can access it, answer a relevant question with information worth retrieving, state important facts clearly, keep those facts current, and monitor citations.<\/p>\n<\/div>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">An AI agent can help check access, review passages, spot inconsistencies, and analyze citation data; you still decide what to publish.<\/p>\n<\/div>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">This article explains the thinking behind AI search optimization so you understand what to do and why. It also covers what you should check manually, when a manual review is worth the effort, and provides prompts you can give an AI agent when the work can be handled reliably.<\/p>\n<\/div>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">The AI skills and prompts can be used in agentic environments such as Letaido, Claude Code, ChatGPT Agents, and Codex.<\/p>\n<\/div>\n<h2 style=\"--commonFontFamily-18pyjv:&quot;Ahrefs&quot;, sans-serif;--commonDesktopFontSize-df03h9:48px;--commonDesktopLineHeight-1j2516b:48px;--commonTabletFontSize-1dxj9ik:40px;--commonTabletLineHeight-xwk9uj:40px;--commonMobileFontSize-1dqmuso:32px;--commonMobileLineHeight-17gz9lh:34px;--japanFontFamily-11af4c8:&quot;Ahrefs&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:48px;--jaDesktopLineHeight-1h30gj1:48px;--jaTabletFontSize-1cs8g40:40px;--jaTabletLineHeight-rwumdp:40px;--jaMobileFontSize-3ilicb:32px;--jaMobileLineHeight-a733m1:34px;--koreanFontFamily-3unuz1:&quot;Ahrefs&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:48px;--koDesktopLineHeight-167f7ua:48px;--koTabletFontSize-wulysw:40px;--koTabletLineHeight-z06jhp:40px;--koMobileFontSize-hn8pa2:32px;--koMobileLineHeight-oto37y:34px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\"><span class=\"css-13o7eu2-scrollAnchor css-79elbk-scrollAnchor css-r0f3zd-scrollAnchor\" style=\"--scrollOffset-1sj9q7w:32px;--stickyBarHeight-4w6lkx:66px\" id=\"1-make-sure-your-pages-can-be-accessed-by-ai-bots\"><span class=\"css-vxcmzt-copyLink css-zcxndt-copyLink css-1hgawz4-copyLink css-ooq0i3-copyLink css-1lcrvwf-copyLink css-uiim69-copyLink css-lkic0s-copyLink css-fs89u1-copyLink css-46do2e-copyLink css-pqbsl6-copyLink css-ia79rd-copyLink css-1106rcj-copyLink css-1mfgbd3-copyLink\" style=\"--gapToHeadingText-a2bqkm:8px\"><span class=\"css-6n7j50-tooltipInline css-uk6cul-tooltipInline\" style=\"\"><span class=\"css-6n7j50-inline\" style=\"\" data-hidden-mobile=\"false\" data-hidden-tablet=\"false\" data-hidden-desktop=\"true\"><button class=\"css-k008qs-button css-1tyndxa-button css-zcxndt-button css-uk6cul-button css-b738da-button css-uodor8-button css-4g6ai3-button css-jt25g8-button css-1fj75wi-color css-vbkuqf-size css-dzyh1c-focusVisible css-4at7mb-focusVisible css-pv92ln-hover css-94985e-active css-11dqi6r-disabled\" style=\"--color-1it60d7:#FFF;--bg_color-uytogv:rgba(0, 0, 0, 0.15);--width-w3ugxa:24px;--height-11x3kmq:24px;--bg_color-135udgx:rgba(0, 0, 0, 0.15);--outline-6iukei:3px;--outline_style-18pdxm6:solid;--outline_color-10incmb:#FF8D00;--text_color-1rcg5kj:#FFF;--bg_color-1l3f782:#FF8D00;--text_color-1imjtck:#FFF;--bg_color-6pso4q:#FF7524;--tertiary-1hf1jn3:rgba(255, 255, 255, 0.5);--transparentSecondary-1tytaik:rgba(0, 0, 0, 0.15)\" type=\"button\" aria-label=\"Copy link\"><svg class=\"css-e3guj9-size\" style=\"--desktopWidth-dg32ua:12px;--desktopHeight-1bmr01w:12px;--tabletWidth-10tcxos:12px;--tabletHeight-ojkbl9:12px;--mobileWidth-16cnon:12px;--mobileHeight-vrwxay:12px\" viewbox=\"0 0 16 16\"><path class=\"css-s8q3eb-path\" style=\"--fillColor-4ekdyv:currentColor\" fill-rule=\"evenodd\" d=\"M10.4555 2.96054C9.92797 2.95159 9.34715 3.16746 8.78754 3.72708L7.26467 5.24994L5.85046 3.83573L7.37333 2.31286C8.25618 1.43001 9.34024 0.941333 10.4894 0.960827C11.6337 0.980239 12.7145 1.50101 13.6068 2.39326C14.499 3.2855 15.0196 4.36612 15.0398 5.50936C15.0601 6.6576 14.573 7.74088 13.6919 8.622L12.1691 10.1449L10.7548 8.73065L12.2777 7.20778C12.8343 6.65117 13.0494 6.07193 13.0401 5.54472C13.0307 5.01251 12.7898 4.40473 12.1926 3.80747C11.5953 3.21023 10.9878 2.96957 10.4555 2.96054ZM5.33969 9.24615L9.37859 5.20725L10.7928 6.62146L6.7539 10.6604L5.33969 9.24615ZM5.37292 7.1417L3.72236 8.79226C3.16574 9.34887 2.95063 9.92811 2.95995 10.4553C2.96936 10.9875 3.21023 11.5953 3.80749 12.1926C4.40475 12.7898 5.01252 13.0307 5.54473 13.0401C6.07194 13.0494 6.65118 12.8343 7.2078 12.2777L8.85836 10.6271L10.2726 12.0414L8.62201 13.6919C7.74089 14.573 6.65761 15.0601 5.50937 15.0398C4.36613 15.0196 3.28551 14.499 2.39327 13.6068C1.50104 12.7145 0.980476 11.6339 0.960261 10.4907C0.939958 9.34244 1.42702 8.25916 2.30814 7.37804L3.9587 5.72748L5.37292 7.1417Z\"\/><\/svg><\/button><\/span><span class=\"css-6n7j50-inline\" style=\"\" data-hidden-mobile=\"true\" data-hidden-tablet=\"true\" data-hidden-desktop=\"false\"><button class=\"css-k008qs-button css-1tyndxa-button css-zcxndt-button css-uk6cul-button css-b738da-button css-uodor8-button css-4g6ai3-button css-jt25g8-button css-1fj75wi-color css-vbkuqf-size css-dzyh1c-focusVisible css-4at7mb-focusVisible css-pv92ln-hover css-94985e-active css-11dqi6r-disabled\" style=\"--color-1it60d7:#FFF;--bg_color-uytogv:rgba(0, 0, 0, 0.15);--width-w3ugxa:32px;--height-11x3kmq:32px;--bg_color-135udgx:rgba(0, 0, 0, 0.15);--outline-6iukei:3px;--outline_style-18pdxm6:solid;--outline_color-10incmb:#FF8D00;--text_color-1rcg5kj:#FFF;--bg_color-1l3f782:#FF8D00;--text_color-1imjtck:#FFF;--bg_color-6pso4q:#FF7524;--tertiary-1hf1jn3:rgba(255, 255, 255, 0.5);--transparentSecondary-1tytaik:rgba(0, 0, 0, 0.15)\" type=\"button\" aria-label=\"Copy link\"><svg class=\"css-e3guj9-size\" style=\"--desktopWidth-dg32ua:16px;--desktopHeight-1bmr01w:16px;--tabletWidth-10tcxos:16px;--tabletHeight-ojkbl9:16px;--mobileWidth-16cnon:16px;--mobileHeight-vrwxay:16px\" viewbox=\"0 0 16 16\"><path class=\"css-s8q3eb-path\" style=\"--fillColor-4ekdyv:currentColor\" fill-rule=\"evenodd\" d=\"M10.4555 2.96054C9.92797 2.95159 9.34715 3.16746 8.78754 3.72708L7.26467 5.24994L5.85046 3.83573L7.37333 2.31286C8.25618 1.43001 9.34024 0.941333 10.4894 0.960827C11.6337 0.980239 12.7145 1.50101 13.6068 2.39326C14.499 3.2855 15.0196 4.36612 15.0398 5.50936C15.0601 6.6576 14.573 7.74088 13.6919 8.622L12.1691 10.1449L10.7548 8.73065L12.2777 7.20778C12.8343 6.65117 13.0494 6.07193 13.0401 5.54472C13.0307 5.01251 12.7898 4.40473 12.1926 3.80747C11.5953 3.21023 10.9878 2.96957 10.4555 2.96054ZM5.33969 9.24615L9.37859 5.20725L10.7928 6.62146L6.7539 10.6604L5.33969 9.24615ZM5.37292 7.1417L3.72236 8.79226C3.16574 9.34887 2.95063 9.92811 2.95995 10.4553C2.96936 10.9875 3.21023 11.5953 3.80749 12.1926C4.40475 12.7898 5.01252 13.0307 5.54473 13.0401C6.07194 13.0494 6.65118 12.8343 7.2078 12.2777L8.85836 10.6271L10.2726 12.0414L8.62201 13.6919C7.74089 14.573 6.65761 15.0601 5.50937 15.0398C4.36613 15.0196 3.28551 14.499 2.39327 13.6068C1.50104 12.7145 0.980476 11.6339 0.960261 10.4907C0.939958 9.34244 1.42702 8.25916 2.30814 7.37804L3.9587 5.72748L5.37292 7.1417Z\"\/><\/svg><\/button><\/span><\/span><\/span>1. Make sure your pages can be accessed by AI bots<\/span><\/h2>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">Nothing else in this guide matters if AI systems can&#8217;t reach your pages.<\/p>\n<\/div>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">Before they can cite your content, they need to be able to access and read it. There are a few places where you check for technical issues manually, and if you prefer your agent to take care of this, I&#8217;ve prepared an AI prompt at the bottom of this section.<\/p>\n<\/div>\n<h3 style=\"--commonFontFamily-18pyjv:&quot;Ahrefs&quot;, sans-serif;--commonDesktopFontSize-df03h9:32px;--commonDesktopLineHeight-1j2516b:34px;--commonTabletFontSize-1dxj9ik:32px;--commonTabletLineHeight-xwk9uj:34px;--commonMobileFontSize-1dqmuso:24px;--commonMobileLineHeight-17gz9lh:26px;--japanFontFamily-11af4c8:&quot;Ahrefs&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:32px;--jaDesktopLineHeight-1h30gj1:34px;--jaTabletFontSize-1cs8g40:32px;--jaTabletLineHeight-rwumdp:34px;--jaMobileFontSize-3ilicb:24px;--jaMobileLineHeight-a733m1:26px;--koreanFontFamily-3unuz1:&quot;Ahrefs&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:32px;--koDesktopLineHeight-167f7ua:34px;--koTabletFontSize-wulysw:32px;--koTabletLineHeight-z06jhp:34px;--koMobileFontSize-hn8pa2:24px;--koMobileLineHeight-oto37y:26px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">Check crawlability and common AI crawl errors<\/h3>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">First, go to Site Audit \u2192 All issues and scroll to the AI discoverability section. You&#8217;ll see any AI-specific issues affecting your pages, along with recommendations for how to fix them.<\/p>\n<\/div>\n<div class=\"css-1gtanqs-image\" style=\"\">\n<div class=\"css-78500v-boxBackgroundColor css-13seggy-paddingMobile css-a84flc-paddingTablet css-v4p7n9-paddingDesktop css-1wj4459-borderRadius\" style=\"--bgColor-pz6qop:#F4F5F6;--t-mpkruj:8px;--r-zo23ai:8px;--b-1nl6rhj:8px;--l-1vs7g4c:8px;--t-1iu47sz:16px;--r-uuo27m:16px;--b-1w9wo1k:16px;--l-189ev0i:16px;--t-4dhen1:16px;--r-owubzf:16px;--b-10wcjbv:16px;--l-14x3jlp:16px;--radius-4sxhux:6px\">\n<div class=\"css-h4rn00-captionImageWell css-8atqhb-captionImageWell css-129gw94-captionImageWell css-wtpnzt-captionImageWell css-i6bazn-captionImageWell\" style=\"--accentMuted-yv75qk:#FFE7CD\"><img decoding=\"async\" class=\"css-9whsf3-imgDefaults css-x97jm9-imgDefaults\" src=\"\" alt=\"Ahrefs Site Audit AI discoverability issues with fix recommendations\" loading=\"lazy\"\/><\/div>\n<\/div>\n<\/div>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">In Bot Analytics, investigate unsuccessful AI bot requests, especially 404, 499, and 5xx status codes. The status code helps you distinguish missing URLs from interrupted requests and server errors before choosing a fix.<\/p>\n<\/div>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">Open the Status codes report and click the number of affected pages to see which pages to fix.<\/p>\n<\/div>\n<div class=\"css-1gtanqs-image\" style=\"\">\n<div class=\"css-78500v-boxBackgroundColor css-13seggy-paddingMobile css-a84flc-paddingTablet css-v4p7n9-paddingDesktop css-1wj4459-borderRadius\" style=\"--bgColor-pz6qop:#F4F5F6;--t-mpkruj:8px;--r-zo23ai:8px;--b-1nl6rhj:8px;--l-1vs7g4c:8px;--t-1iu47sz:16px;--r-uuo27m:16px;--b-1w9wo1k:16px;--l-189ev0i:16px;--t-4dhen1:16px;--r-owubzf:16px;--b-10wcjbv:16px;--l-14x3jlp:16px;--radius-4sxhux:6px\">\n<div class=\"css-h4rn00-captionImageWell css-8atqhb-captionImageWell css-129gw94-captionImageWell css-wtpnzt-captionImageWell css-i6bazn-captionImageWell\" style=\"--accentMuted-yv75qk:#FFE7CD\"><img decoding=\"async\" class=\"css-9whsf3-imgDefaults css-x97jm9-imgDefaults\" src=\"\" alt=\"Bot Analytics status codes report for AI bot requests\" loading=\"lazy\"\/><\/div>\n<\/div>\n<\/div>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">Then, in Web Analytics, check which 404 pages are getting traffic from people AI search. If the same broken URL keeps getting visits, redirect it to the most relevant live page.<\/p>\n<\/div>\n<div class=\"css-1gtanqs-image\" style=\"\">\n<div class=\"css-78500v-boxBackgroundColor css-13seggy-paddingMobile css-a84flc-paddingTablet css-v4p7n9-paddingDesktop css-1wj4459-borderRadius\" style=\"--bgColor-pz6qop:#F4F5F6;--t-mpkruj:8px;--r-zo23ai:8px;--b-1nl6rhj:8px;--l-1vs7g4c:8px;--t-1iu47sz:16px;--r-uuo27m:16px;--b-1w9wo1k:16px;--l-189ev0i:16px;--t-4dhen1:16px;--r-owubzf:16px;--b-10wcjbv:16px;--l-14x3jlp:16px;--radius-4sxhux:6px\">\n<div class=\"css-h4rn00-captionImageWell css-8atqhb-captionImageWell css-129gw94-captionImageWell css-wtpnzt-captionImageWell css-i6bazn-captionImageWell\" style=\"--accentMuted-yv75qk:#FFE7CD\"><img decoding=\"async\" class=\"css-9whsf3-imgDefaults css-x97jm9-imgDefaults\" src=\"\" alt=\"Web Analytics Possible 404 report showing broken pages getting visits\" loading=\"lazy\"\/><\/div>\n<\/div>\n<\/div>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">A recurring 404 can also reveal a content opportunity. If AI keeps sending users to a page about a topic you don&#8217;t cover, consider whether that page should actually exist.<\/p>\n<\/div>\n<h3 style=\"--commonFontFamily-18pyjv:&quot;Ahrefs&quot;, sans-serif;--commonDesktopFontSize-df03h9:32px;--commonDesktopLineHeight-1j2516b:34px;--commonTabletFontSize-1dxj9ik:32px;--commonTabletLineHeight-xwk9uj:34px;--commonMobileFontSize-1dqmuso:24px;--commonMobileLineHeight-17gz9lh:26px;--japanFontFamily-11af4c8:&quot;Ahrefs&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:32px;--jaDesktopLineHeight-1h30gj1:34px;--jaTabletFontSize-1cs8g40:32px;--jaTabletLineHeight-rwumdp:34px;--jaMobileFontSize-3ilicb:24px;--jaMobileLineHeight-a733m1:26px;--koreanFontFamily-3unuz1:&quot;Ahrefs&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:32px;--koDesktopLineHeight-167f7ua:34px;--koTabletFontSize-wulysw:32px;--koTabletLineHeight-z06jhp:34px;--koMobileFontSize-hn8pa2:24px;--koMobileLineHeight-oto37y:26px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">Check your server settings<\/h3>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">Some access problems can&#8217;t be found with a typical site crawl. You&#8217;ll also need to check your server, firewall, or CDN (if you use one)<\/p>\n<\/div>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">To check whether any AI crawlers are currently blocked, go to AI Crawl Control \u2192 Security.<\/p>\n<\/div>\n<div class=\"css-1gtanqs-image\" style=\"\">\n<div class=\"css-78500v-boxBackgroundColor css-13seggy-paddingMobile css-a84flc-paddingTablet css-v4p7n9-paddingDesktop css-1wj4459-borderRadius\" style=\"--bgColor-pz6qop:#F4F5F6;--t-mpkruj:8px;--r-zo23ai:8px;--b-1nl6rhj:8px;--l-1vs7g4c:8px;--t-1iu47sz:16px;--r-uuo27m:16px;--b-1w9wo1k:16px;--l-189ev0i:16px;--t-4dhen1:16px;--r-owubzf:16px;--b-10wcjbv:16px;--l-14x3jlp:16px;--radius-4sxhux:6px\">\n<div class=\"css-h4rn00-captionImageWell css-8atqhb-captionImageWell css-129gw94-captionImageWell css-wtpnzt-captionImageWell css-i6bazn-captionImageWell\" style=\"--accentMuted-yv75qk:#FFE7CD\"><img decoding=\"async\" class=\"css-9whsf3-imgDefaults css-x97jm9-imgDefaults\" src=\"\" alt=\"Cloudflare AI Crawl Control security settings for blocking AI crawlers\" loading=\"lazy\"\/><\/div>\n<\/div>\n<\/div>\n<h3 style=\"--commonFontFamily-18pyjv:&quot;Ahrefs&quot;, sans-serif;--commonDesktopFontSize-df03h9:32px;--commonDesktopLineHeight-1j2516b:34px;--commonTabletFontSize-1dxj9ik:32px;--commonTabletLineHeight-xwk9uj:34px;--commonMobileFontSize-1dqmuso:24px;--commonMobileLineHeight-17gz9lh:26px;--japanFontFamily-11af4c8:&quot;Ahrefs&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:32px;--jaDesktopLineHeight-1h30gj1:34px;--jaTabletFontSize-1cs8g40:32px;--jaTabletLineHeight-rwumdp:34px;--jaMobileFontSize-3ilicb:24px;--jaMobileLineHeight-a733m1:26px;--koreanFontFamily-3unuz1:&quot;Ahrefs&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:32px;--koDesktopLineHeight-167f7ua:34px;--koTabletFontSize-wulysw:32px;--koTabletLineHeight-z06jhp:34px;--koMobileFontSize-hn8pa2:24px;--koMobileLineHeight-oto37y:26px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">How an AI agent can help audit crawler access<\/h3>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">You can also use an AI agent to run these checks for you instead of clicking through different tools.<\/p>\n<\/div>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">With the right access, an AI agent can check robots.txt, noindex rules, status codes, redirects, visible content, links, WAF rules, crawler visits, blocked bot requests, and even pages behind a login. It can then suggest fixes or, where appropriate, make them for you.<\/p>\n<\/div>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">For example, if you use Ahrefs (Lite or higher for API access) and Cloudflare (the free tier works), you can run the whole check with a single prompt using this <a class=\"css-4g6ai3-link css-17esnuy-link\" style=\"--color-czybvw:#3A57FC;--hoverColor-1eveqlc:#F75A03\" href=\"https:\/\/github.com\/mmakosiewicz\/ai-crawler-access-audit\" target=\"_blank\" rel=\"nofollow noopener\">AI crawler access audit<\/a> prompt. Just show the above link to your AI agent.<\/p>\n<\/div>\n<div class=\"css-1gtanqs-image\" style=\"\">\n<div class=\"css-78500v-boxBackgroundColor css-13seggy-paddingMobile css-a84flc-paddingTablet css-v4p7n9-paddingDesktop css-1wj4459-borderRadius\" style=\"--bgColor-pz6qop:#F4F5F6;--t-mpkruj:8px;--r-zo23ai:8px;--b-1nl6rhj:8px;--l-1vs7g4c:8px;--t-1iu47sz:16px;--r-uuo27m:16px;--b-1w9wo1k:16px;--l-189ev0i:16px;--t-4dhen1:16px;--r-owubzf:16px;--b-10wcjbv:16px;--l-14x3jlp:16px;--radius-4sxhux:6px\">\n<div class=\"css-h4rn00-captionImageWell css-8atqhb-captionImageWell css-129gw94-captionImageWell css-wtpnzt-captionImageWell css-i6bazn-captionImageWell\" style=\"--accentMuted-yv75qk:#FFE7CD\"><img decoding=\"async\" class=\"css-9whsf3-imgDefaults css-x97jm9-imgDefaults\" src=\"\" alt=\"GitHub repo for the AI crawler access audit prompt\" loading=\"lazy\"\/><\/div>\n<\/div>\n<\/div>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">Here&#8217;s an example report finding (ran in Letaido):<\/p>\n<\/div>\n<div class=\"css-1gtanqs-image\" style=\"\">\n<div class=\"css-78500v-boxBackgroundColor css-13seggy-paddingMobile css-a84flc-paddingTablet css-v4p7n9-paddingDesktop css-1wj4459-borderRadius\" style=\"--bgColor-pz6qop:#F4F5F6;--t-mpkruj:8px;--r-zo23ai:8px;--b-1nl6rhj:8px;--l-1vs7g4c:8px;--t-1iu47sz:16px;--r-uuo27m:16px;--b-1w9wo1k:16px;--l-189ev0i:16px;--t-4dhen1:16px;--r-owubzf:16px;--b-10wcjbv:16px;--l-14x3jlp:16px;--radius-4sxhux:6px\">\n<div class=\"css-h4rn00-captionImageWell css-8atqhb-captionImageWell css-129gw94-captionImageWell css-wtpnzt-captionImageWell css-i6bazn-captionImageWell\" style=\"--accentMuted-yv75qk:#FFE7CD\"><img decoding=\"async\" class=\"css-9whsf3-imgDefaults css-x97jm9-imgDefaults\" src=\"\" alt=\"AI crawler access audit finding showing ClaudeBot blocked by a WAF rule\" loading=\"lazy\"\/><\/div>\n<\/div>\n<\/div>\n<h2 style=\"--commonFontFamily-18pyjv:&quot;Ahrefs&quot;, sans-serif;--commonDesktopFontSize-df03h9:48px;--commonDesktopLineHeight-1j2516b:48px;--commonTabletFontSize-1dxj9ik:40px;--commonTabletLineHeight-xwk9uj:40px;--commonMobileFontSize-1dqmuso:32px;--commonMobileLineHeight-17gz9lh:34px;--japanFontFamily-11af4c8:&quot;Ahrefs&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:48px;--jaDesktopLineHeight-1h30gj1:48px;--jaTabletFontSize-1cs8g40:40px;--jaTabletLineHeight-rwumdp:40px;--jaMobileFontSize-3ilicb:32px;--jaMobileLineHeight-a733m1:34px;--koreanFontFamily-3unuz1:&quot;Ahrefs&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:48px;--koDesktopLineHeight-167f7ua:48px;--koTabletFontSize-wulysw:40px;--koTabletLineHeight-z06jhp:40px;--koMobileFontSize-hn8pa2:32px;--koMobileLineHeight-oto37y:34px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\"><span class=\"css-13o7eu2-scrollAnchor css-79elbk-scrollAnchor css-r0f3zd-scrollAnchor\" style=\"--scrollOffset-1sj9q7w:32px;--stickyBarHeight-4w6lkx:66px\" id=\"2-create-content-that-matches-ai-search-queries-and-is-worth-retrieving\"><span class=\"css-vxcmzt-copyLink css-zcxndt-copyLink css-1hgawz4-copyLink css-ooq0i3-copyLink css-1lcrvwf-copyLink css-uiim69-copyLink css-lkic0s-copyLink css-fs89u1-copyLink css-46do2e-copyLink css-pqbsl6-copyLink css-ia79rd-copyLink css-1106rcj-copyLink css-1mfgbd3-copyLink\" style=\"--gapToHeadingText-a2bqkm:8px\"><span class=\"css-6n7j50-tooltipInline css-uk6cul-tooltipInline\" style=\"\"><span class=\"css-6n7j50-inline\" style=\"\" data-hidden-mobile=\"false\" data-hidden-tablet=\"false\" data-hidden-desktop=\"true\"><button class=\"css-k008qs-button css-1tyndxa-button css-zcxndt-button css-uk6cul-button css-b738da-button css-uodor8-button css-4g6ai3-button css-jt25g8-button css-1fj75wi-color css-vbkuqf-size css-dzyh1c-focusVisible css-4at7mb-focusVisible css-pv92ln-hover css-94985e-active css-11dqi6r-disabled\" style=\"--color-1it60d7:#FFF;--bg_color-uytogv:rgba(0, 0, 0, 0.15);--width-w3ugxa:24px;--height-11x3kmq:24px;--bg_color-135udgx:rgba(0, 0, 0, 0.15);--outline-6iukei:3px;--outline_style-18pdxm6:solid;--outline_color-10incmb:#FF8D00;--text_color-1rcg5kj:#FFF;--bg_color-1l3f782:#FF8D00;--text_color-1imjtck:#FFF;--bg_color-6pso4q:#FF7524;--tertiary-1hf1jn3:rgba(255, 255, 255, 0.5);--transparentSecondary-1tytaik:rgba(0, 0, 0, 0.15)\" type=\"button\" aria-label=\"Copy link\"><svg class=\"css-e3guj9-size\" style=\"--desktopWidth-dg32ua:12px;--desktopHeight-1bmr01w:12px;--tabletWidth-10tcxos:12px;--tabletHeight-ojkbl9:12px;--mobileWidth-16cnon:12px;--mobileHeight-vrwxay:12px\" viewbox=\"0 0 16 16\"><path class=\"css-s8q3eb-path\" style=\"--fillColor-4ekdyv:currentColor\" fill-rule=\"evenodd\" d=\"M10.4555 2.96054C9.92797 2.95159 9.34715 3.16746 8.78754 3.72708L7.26467 5.24994L5.85046 3.83573L7.37333 2.31286C8.25618 1.43001 9.34024 0.941333 10.4894 0.960827C11.6337 0.980239 12.7145 1.50101 13.6068 2.39326C14.499 3.2855 15.0196 4.36612 15.0398 5.50936C15.0601 6.6576 14.573 7.74088 13.6919 8.622L12.1691 10.1449L10.7548 8.73065L12.2777 7.20778C12.8343 6.65117 13.0494 6.07193 13.0401 5.54472C13.0307 5.01251 12.7898 4.40473 12.1926 3.80747C11.5953 3.21023 10.9878 2.96957 10.4555 2.96054ZM5.33969 9.24615L9.37859 5.20725L10.7928 6.62146L6.7539 10.6604L5.33969 9.24615ZM5.37292 7.1417L3.72236 8.79226C3.16574 9.34887 2.95063 9.92811 2.95995 10.4553C2.96936 10.9875 3.21023 11.5953 3.80749 12.1926C4.40475 12.7898 5.01252 13.0307 5.54473 13.0401C6.07194 13.0494 6.65118 12.8343 7.2078 12.2777L8.85836 10.6271L10.2726 12.0414L8.62201 13.6919C7.74089 14.573 6.65761 15.0601 5.50937 15.0398C4.36613 15.0196 3.28551 14.499 2.39327 13.6068C1.50104 12.7145 0.980476 11.6339 0.960261 10.4907C0.939958 9.34244 1.42702 8.25916 2.30814 7.37804L3.9587 5.72748L5.37292 7.1417Z\"\/><\/svg><\/button><\/span><span class=\"css-6n7j50-inline\" style=\"\" data-hidden-mobile=\"true\" data-hidden-tablet=\"true\" data-hidden-desktop=\"false\"><button class=\"css-k008qs-button css-1tyndxa-button css-zcxndt-button css-uk6cul-button css-b738da-button css-uodor8-button css-4g6ai3-button css-jt25g8-button css-1fj75wi-color css-vbkuqf-size css-dzyh1c-focusVisible css-4at7mb-focusVisible css-pv92ln-hover css-94985e-active css-11dqi6r-disabled\" style=\"--color-1it60d7:#FFF;--bg_color-uytogv:rgba(0, 0, 0, 0.15);--width-w3ugxa:32px;--height-11x3kmq:32px;--bg_color-135udgx:rgba(0, 0, 0, 0.15);--outline-6iukei:3px;--outline_style-18pdxm6:solid;--outline_color-10incmb:#FF8D00;--text_color-1rcg5kj:#FFF;--bg_color-1l3f782:#FF8D00;--text_color-1imjtck:#FFF;--bg_color-6pso4q:#FF7524;--tertiary-1hf1jn3:rgba(255, 255, 255, 0.5);--transparentSecondary-1tytaik:rgba(0, 0, 0, 0.15)\" type=\"button\" aria-label=\"Copy link\"><svg class=\"css-e3guj9-size\" style=\"--desktopWidth-dg32ua:16px;--desktopHeight-1bmr01w:16px;--tabletWidth-10tcxos:16px;--tabletHeight-ojkbl9:16px;--mobileWidth-16cnon:16px;--mobileHeight-vrwxay:16px\" viewbox=\"0 0 16 16\"><path class=\"css-s8q3eb-path\" style=\"--fillColor-4ekdyv:currentColor\" fill-rule=\"evenodd\" d=\"M10.4555 2.96054C9.92797 2.95159 9.34715 3.16746 8.78754 3.72708L7.26467 5.24994L5.85046 3.83573L7.37333 2.31286C8.25618 1.43001 9.34024 0.941333 10.4894 0.960827C11.6337 0.980239 12.7145 1.50101 13.6068 2.39326C14.499 3.2855 15.0196 4.36612 15.0398 5.50936C15.0601 6.6576 14.573 7.74088 13.6919 8.622L12.1691 10.1449L10.7548 8.73065L12.2777 7.20778C12.8343 6.65117 13.0494 6.07193 13.0401 5.54472C13.0307 5.01251 12.7898 4.40473 12.1926 3.80747C11.5953 3.21023 10.9878 2.96957 10.4555 2.96054ZM5.33969 9.24615L9.37859 5.20725L10.7928 6.62146L6.7539 10.6604L5.33969 9.24615ZM5.37292 7.1417L3.72236 8.79226C3.16574 9.34887 2.95063 9.92811 2.95995 10.4553C2.96936 10.9875 3.21023 11.5953 3.80749 12.1926C4.40475 12.7898 5.01252 13.0307 5.54473 13.0401C6.07194 13.0494 6.65118 12.8343 7.2078 12.2777L8.85836 10.6271L10.2726 12.0414L8.62201 13.6919C7.74089 14.573 6.65761 15.0601 5.50937 15.0398C4.36613 15.0196 3.28551 14.499 2.39327 13.6068C1.50104 12.7145 0.980476 11.6339 0.960261 10.4907C0.939958 9.34244 1.42702 8.25916 2.30814 7.37804L3.9587 5.72748L5.37292 7.1417Z\"\/><\/svg><\/button><\/span><\/span><\/span>2. Create content that matches AI search queries and is worth retrieving<\/span><\/h2>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">The page you want to optimize should clearly match what the user is asking for. That should be obvious from the title, meta description, headings, and the content on the page itself.<\/p>\n<\/div>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">For example, if you want to influence AI answers for a prompt like &#8220;AI visibility tools for startups,&#8221; you&#8217;re better off creating a dedicated piece of content about that exact topic. You could bury the answer somewhere on a broader page about AI visibility, and an AI system might still find it\u2014but it&#8217;s much less likely from my experience.<\/p>\n<\/div>\n<div class=\"css-1gtanqs-image\" style=\"\">\n<div class=\"css-78500v-boxBackgroundColor css-13seggy-paddingMobile css-a84flc-paddingTablet css-v4p7n9-paddingDesktop css-1wj4459-borderRadius\" style=\"--bgColor-pz6qop:#F4F5F6;--t-mpkruj:8px;--r-zo23ai:8px;--b-1nl6rhj:8px;--l-1vs7g4c:8px;--t-1iu47sz:16px;--r-uuo27m:16px;--b-1w9wo1k:16px;--l-189ev0i:16px;--t-4dhen1:16px;--r-owubzf:16px;--b-10wcjbv:16px;--l-14x3jlp:16px;--radius-4sxhux:6px\">\n<div class=\"css-h4rn00-captionImageWell css-8atqhb-captionImageWell css-129gw94-captionImageWell css-wtpnzt-captionImageWell css-i6bazn-captionImageWell\" style=\"--accentMuted-yv75qk:#FFE7CD\"><img decoding=\"async\" class=\"css-9whsf3-imgDefaults css-x97jm9-imgDefaults\" src=\"\" alt=\"Google AI Overview citing a dedicated page on AI visibility tools for startups\" loading=\"lazy\"\/><\/div>\n<\/div>\n<\/div>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">Highly relevant content can also help get your brand facts into conversations about your brand. I&#8217;ve found it relatively easy to get included in branded conversations by creating pages specifically for those queries\u2014relevance was the key.<\/p>\n<\/div>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">One example is creating dedicated pages that compare your product with a competitor.<\/p>\n<\/div>\n<div class=\"css-1gtanqs-image\" style=\"\">\n<div class=\"css-78500v-boxBackgroundColor css-13seggy-paddingMobile css-a84flc-paddingTablet css-v4p7n9-paddingDesktop css-1wj4459-borderRadius\" style=\"--bgColor-pz6qop:#F4F5F6;--t-mpkruj:8px;--r-zo23ai:8px;--b-1nl6rhj:8px;--l-1vs7g4c:8px;--t-1iu47sz:16px;--r-uuo27m:16px;--b-1w9wo1k:16px;--l-189ev0i:16px;--t-4dhen1:16px;--r-owubzf:16px;--b-10wcjbv:16px;--l-14x3jlp:16px;--radius-4sxhux:6px\">\n<div class=\"css-h4rn00-captionImageWell css-8atqhb-captionImageWell css-129gw94-captionImageWell css-wtpnzt-captionImageWell css-i6bazn-captionImageWell\" style=\"--accentMuted-yv75qk:#FFE7CD\"><img decoding=\"async\" class=\"css-9whsf3-imgDefaults css-x97jm9-imgDefaults\" src=\"\" alt=\"Brand Radar AI response citing competitor comparison pages\" loading=\"lazy\"\/><\/div>\n<\/div>\n<\/div>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">Dedicated pages can also answer prompts about a specific use case for your product. In a <a class=\"css-4g6ai3-link css-17esnuy-link\" style=\"--color-czybvw:#3A57FC;--hoverColor-1eveqlc:#F75A03\" href=\"https:\/\/www.growthunhinged.com\/p\/hubspot-ai-search-experiments\" target=\"_blank\" rel=\"nofollow noopener\">recent case study<\/a>, HubSpot reported good results from creating pages that closely matched specific prompts. This helped the company increase its AI visibility and expand its presence across additional industries and local markets.<\/p>\n<\/div>\n<div class=\"css-1gtanqs-image\" style=\"\">\n<div class=\"css-78500v-boxBackgroundColor css-13seggy-paddingMobile css-a84flc-paddingTablet css-v4p7n9-paddingDesktop css-1wj4459-borderRadius\" style=\"--bgColor-pz6qop:#F4F5F6;--t-mpkruj:8px;--r-zo23ai:8px;--b-1nl6rhj:8px;--l-1vs7g4c:8px;--t-1iu47sz:16px;--r-uuo27m:16px;--b-1w9wo1k:16px;--l-189ev0i:16px;--t-4dhen1:16px;--r-owubzf:16px;--b-10wcjbv:16px;--l-14x3jlp:16px;--radius-4sxhux:6px\">\n<div class=\"css-h4rn00-captionImageWell css-8atqhb-captionImageWell css-129gw94-captionImageWell css-wtpnzt-captionImageWell css-i6bazn-captionImageWell\" style=\"--accentMuted-yv75qk:#FFE7CD\"><img decoding=\"async\" class=\"css-9whsf3-imgDefaults css-x97jm9-imgDefaults\" src=\"\" alt=\"HubSpot case study excerpt on hyper-specific vertical content\" loading=\"lazy\"\/><\/div>\n<\/div>\n<\/div>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">Once you have that basic match between the query and the page, the next question is: does the page offer something worth retrieving?<\/p>\n<\/div>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">Generic summaries are easy to replace. If dozens of pages say essentially the same thing, there&#8217;s little reason for an AI system to rely on yours.<\/p>\n<\/div>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">What tends to stand out is information that&#8217;s harder to reproduce: original examples, survey data, benchmarks, workflows, customer insights, and expert judgment.<\/p>\n<\/div>\n<h3 style=\"--commonFontFamily-18pyjv:&quot;Ahrefs&quot;, sans-serif;--commonDesktopFontSize-df03h9:32px;--commonDesktopLineHeight-1j2516b:34px;--commonTabletFontSize-1dxj9ik:32px;--commonTabletLineHeight-xwk9uj:34px;--commonMobileFontSize-1dqmuso:24px;--commonMobileLineHeight-17gz9lh:26px;--japanFontFamily-11af4c8:&quot;Ahrefs&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:32px;--jaDesktopLineHeight-1h30gj1:34px;--jaTabletFontSize-1cs8g40:32px;--jaTabletLineHeight-rwumdp:34px;--jaMobileFontSize-3ilicb:24px;--jaMobileLineHeight-a733m1:26px;--koreanFontFamily-3unuz1:&quot;Ahrefs&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:32px;--koDesktopLineHeight-167f7ua:34px;--koTabletFontSize-wulysw:32px;--koTabletLineHeight-z06jhp:34px;--koMobileFontSize-hn8pa2:24px;--koMobileLineHeight-oto37y:26px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">How an AI agent can help improve content relevance<\/h3>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">A content-quality skill can help your agent check how well a page matches the queries you want to target and identify areas where the content feels generic, thin, or poorly supported.<\/p>\n<\/div>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">It can flag weak titles and meta descriptions, vague claims, missing evidence, weak examples, thin sections, and gaps in topic coverage.<\/p>\n<\/div>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">And if you give it access to product documentation, customer research, support conversations, or other internal knowledge, it can also spot opportunities to add something genuinely useful and distinctive.<\/p>\n<\/div>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">What it can&#8217;t do is invent real expertise, original data, customer insights, or facts about your product. Those inputs still need to come from your team.<\/p>\n<\/div>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">Give the query-match audit your draft and 3\u201310 target prompts; it shows which prompts the title, headings, and body clearly address, then flags thin or generic passages for review. I&#8217;ve prepared a skill for this, show this to your agent: <a class=\"css-4g6ai3-link css-17esnuy-link\" style=\"--color-czybvw:#3A57FC;--hoverColor-1eveqlc:#F75A03\" href=\"https:\/\/github.com\/mmakosiewicz\/query-match-audit\" target=\"_blank\" rel=\"nofollow noopener\">https:\/\/github.com\/mmakosiewicz\/query-match-audit<\/a><\/p>\n<\/div>\n<div class=\"css-1gtanqs-image\" style=\"\">\n<div class=\"css-78500v-boxBackgroundColor css-13seggy-paddingMobile css-a84flc-paddingTablet css-v4p7n9-paddingDesktop css-1wj4459-borderRadius\" style=\"--bgColor-pz6qop:#F4F5F6;--t-mpkruj:8px;--r-zo23ai:8px;--b-1nl6rhj:8px;--l-1vs7g4c:8px;--t-1iu47sz:16px;--r-uuo27m:16px;--b-1w9wo1k:16px;--l-189ev0i:16px;--t-4dhen1:16px;--r-owubzf:16px;--b-10wcjbv:16px;--l-14x3jlp:16px;--radius-4sxhux:6px\">\n<div class=\"css-h4rn00-captionImageWell css-8atqhb-captionImageWell css-129gw94-captionImageWell css-wtpnzt-captionImageWell css-i6bazn-captionImageWell\" style=\"--accentMuted-yv75qk:#FFE7CD\"><img decoding=\"async\" class=\"css-9whsf3-imgDefaults css-x97jm9-imgDefaults\" src=\"\" alt=\"GitHub repo for the query-match-audit agent skill\" loading=\"lazy\"\/><\/div>\n<\/div>\n<\/div>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">As a result, you&#8217;ll get a report looking something like this.<\/p>\n<\/div>\n<div class=\"css-1gtanqs-image\" style=\"\">\n<div class=\"css-78500v-boxBackgroundColor css-13seggy-paddingMobile css-a84flc-paddingTablet css-v4p7n9-paddingDesktop css-1wj4459-borderRadius\" style=\"--bgColor-pz6qop:#F4F5F6;--t-mpkruj:8px;--r-zo23ai:8px;--b-1nl6rhj:8px;--l-1vs7g4c:8px;--t-1iu47sz:16px;--r-uuo27m:16px;--b-1w9wo1k:16px;--l-189ev0i:16px;--t-4dhen1:16px;--r-owubzf:16px;--b-10wcjbv:16px;--l-14x3jlp:16px;--radius-4sxhux:6px\">\n<div class=\"css-h4rn00-captionImageWell css-8atqhb-captionImageWell css-129gw94-captionImageWell css-wtpnzt-captionImageWell css-i6bazn-captionImageWell\" style=\"--accentMuted-yv75qk:#FFE7CD\"><img decoding=\"async\" class=\"css-9whsf3-imgDefaults css-x97jm9-imgDefaults\" src=\"\" alt=\"Query match audit report generated by an AI agent\" loading=\"lazy\"\/><\/div>\n<\/div>\n<\/div>\n<h2 style=\"--commonFontFamily-18pyjv:&quot;Ahrefs&quot;, sans-serif;--commonDesktopFontSize-df03h9:48px;--commonDesktopLineHeight-1j2516b:48px;--commonTabletFontSize-1dxj9ik:40px;--commonTabletLineHeight-xwk9uj:40px;--commonMobileFontSize-1dqmuso:32px;--commonMobileLineHeight-17gz9lh:34px;--japanFontFamily-11af4c8:&quot;Ahrefs&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:48px;--jaDesktopLineHeight-1h30gj1:48px;--jaTabletFontSize-1cs8g40:40px;--jaTabletLineHeight-rwumdp:40px;--jaMobileFontSize-3ilicb:32px;--jaMobileLineHeight-a733m1:34px;--koreanFontFamily-3unuz1:&quot;Ahrefs&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:48px;--koDesktopLineHeight-167f7ua:48px;--koTabletFontSize-wulysw:40px;--koTabletLineHeight-z06jhp:40px;--koMobileFontSize-hn8pa2:32px;--koMobileLineHeight-oto37y:34px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\"><span class=\"css-13o7eu2-scrollAnchor css-79elbk-scrollAnchor css-r0f3zd-scrollAnchor\" style=\"--scrollOffset-1sj9q7w:32px;--stickyBarHeight-4w6lkx:66px\" id=\"3-make-facts-and-data-easy-to-extract-for-ai\"><span class=\"css-vxcmzt-copyLink css-zcxndt-copyLink css-1hgawz4-copyLink css-ooq0i3-copyLink css-1lcrvwf-copyLink css-uiim69-copyLink css-lkic0s-copyLink css-fs89u1-copyLink css-46do2e-copyLink css-pqbsl6-copyLink css-ia79rd-copyLink css-1106rcj-copyLink css-1mfgbd3-copyLink\" style=\"--gapToHeadingText-a2bqkm:8px\"><span class=\"css-6n7j50-tooltipInline css-uk6cul-tooltipInline\" style=\"\"><span class=\"css-6n7j50-inline\" style=\"\" data-hidden-mobile=\"false\" data-hidden-tablet=\"false\" data-hidden-desktop=\"true\"><button class=\"css-k008qs-button css-1tyndxa-button css-zcxndt-button css-uk6cul-button css-b738da-button css-uodor8-button css-4g6ai3-button css-jt25g8-button css-1fj75wi-color css-vbkuqf-size css-dzyh1c-focusVisible css-4at7mb-focusVisible css-pv92ln-hover css-94985e-active css-11dqi6r-disabled\" style=\"--color-1it60d7:#FFF;--bg_color-uytogv:rgba(0, 0, 0, 0.15);--width-w3ugxa:24px;--height-11x3kmq:24px;--bg_color-135udgx:rgba(0, 0, 0, 0.15);--outline-6iukei:3px;--outline_style-18pdxm6:solid;--outline_color-10incmb:#FF8D00;--text_color-1rcg5kj:#FFF;--bg_color-1l3f782:#FF8D00;--text_color-1imjtck:#FFF;--bg_color-6pso4q:#FF7524;--tertiary-1hf1jn3:rgba(255, 255, 255, 0.5);--transparentSecondary-1tytaik:rgba(0, 0, 0, 0.15)\" type=\"button\" aria-label=\"Copy link\"><svg class=\"css-e3guj9-size\" style=\"--desktopWidth-dg32ua:12px;--desktopHeight-1bmr01w:12px;--tabletWidth-10tcxos:12px;--tabletHeight-ojkbl9:12px;--mobileWidth-16cnon:12px;--mobileHeight-vrwxay:12px\" viewbox=\"0 0 16 16\"><path class=\"css-s8q3eb-path\" style=\"--fillColor-4ekdyv:currentColor\" fill-rule=\"evenodd\" d=\"M10.4555 2.96054C9.92797 2.95159 9.34715 3.16746 8.78754 3.72708L7.26467 5.24994L5.85046 3.83573L7.37333 2.31286C8.25618 1.43001 9.34024 0.941333 10.4894 0.960827C11.6337 0.980239 12.7145 1.50101 13.6068 2.39326C14.499 3.2855 15.0196 4.36612 15.0398 5.50936C15.0601 6.6576 14.573 7.74088 13.6919 8.622L12.1691 10.1449L10.7548 8.73065L12.2777 7.20778C12.8343 6.65117 13.0494 6.07193 13.0401 5.54472C13.0307 5.01251 12.7898 4.40473 12.1926 3.80747C11.5953 3.21023 10.9878 2.96957 10.4555 2.96054ZM5.33969 9.24615L9.37859 5.20725L10.7928 6.62146L6.7539 10.6604L5.33969 9.24615ZM5.37292 7.1417L3.72236 8.79226C3.16574 9.34887 2.95063 9.92811 2.95995 10.4553C2.96936 10.9875 3.21023 11.5953 3.80749 12.1926C4.40475 12.7898 5.01252 13.0307 5.54473 13.0401C6.07194 13.0494 6.65118 12.8343 7.2078 12.2777L8.85836 10.6271L10.2726 12.0414L8.62201 13.6919C7.74089 14.573 6.65761 15.0601 5.50937 15.0398C4.36613 15.0196 3.28551 14.499 2.39327 13.6068C1.50104 12.7145 0.980476 11.6339 0.960261 10.4907C0.939958 9.34244 1.42702 8.25916 2.30814 7.37804L3.9587 5.72748L5.37292 7.1417Z\"\/><\/svg><\/button><\/span><span class=\"css-6n7j50-inline\" style=\"\" data-hidden-mobile=\"true\" data-hidden-tablet=\"true\" data-hidden-desktop=\"false\"><button class=\"css-k008qs-button css-1tyndxa-button css-zcxndt-button css-uk6cul-button css-b738da-button css-uodor8-button css-4g6ai3-button css-jt25g8-button css-1fj75wi-color css-vbkuqf-size css-dzyh1c-focusVisible css-4at7mb-focusVisible css-pv92ln-hover css-94985e-active css-11dqi6r-disabled\" style=\"--color-1it60d7:#FFF;--bg_color-uytogv:rgba(0, 0, 0, 0.15);--width-w3ugxa:32px;--height-11x3kmq:32px;--bg_color-135udgx:rgba(0, 0, 0, 0.15);--outline-6iukei:3px;--outline_style-18pdxm6:solid;--outline_color-10incmb:#FF8D00;--text_color-1rcg5kj:#FFF;--bg_color-1l3f782:#FF8D00;--text_color-1imjtck:#FFF;--bg_color-6pso4q:#FF7524;--tertiary-1hf1jn3:rgba(255, 255, 255, 0.5);--transparentSecondary-1tytaik:rgba(0, 0, 0, 0.15)\" type=\"button\" aria-label=\"Copy link\"><svg class=\"css-e3guj9-size\" style=\"--desktopWidth-dg32ua:16px;--desktopHeight-1bmr01w:16px;--tabletWidth-10tcxos:16px;--tabletHeight-ojkbl9:16px;--mobileWidth-16cnon:16px;--mobileHeight-vrwxay:16px\" viewbox=\"0 0 16 16\"><path class=\"css-s8q3eb-path\" style=\"--fillColor-4ekdyv:currentColor\" fill-rule=\"evenodd\" d=\"M10.4555 2.96054C9.92797 2.95159 9.34715 3.16746 8.78754 3.72708L7.26467 5.24994L5.85046 3.83573L7.37333 2.31286C8.25618 1.43001 9.34024 0.941333 10.4894 0.960827C11.6337 0.980239 12.7145 1.50101 13.6068 2.39326C14.499 3.2855 15.0196 4.36612 15.0398 5.50936C15.0601 6.6576 14.573 7.74088 13.6919 8.622L12.1691 10.1449L10.7548 8.73065L12.2777 7.20778C12.8343 6.65117 13.0494 6.07193 13.0401 5.54472C13.0307 5.01251 12.7898 4.40473 12.1926 3.80747C11.5953 3.21023 10.9878 2.96957 10.4555 2.96054ZM5.33969 9.24615L9.37859 5.20725L10.7928 6.62146L6.7539 10.6604L5.33969 9.24615ZM5.37292 7.1417L3.72236 8.79226C3.16574 9.34887 2.95063 9.92811 2.95995 10.4553C2.96936 10.9875 3.21023 11.5953 3.80749 12.1926C4.40475 12.7898 5.01252 13.0307 5.54473 13.0401C6.07194 13.0494 6.65118 12.8343 7.2078 12.2777L8.85836 10.6271L10.2726 12.0414L8.62201 13.6919C7.74089 14.573 6.65761 15.0601 5.50937 15.0398C4.36613 15.0196 3.28551 14.499 2.39327 13.6068C1.50104 12.7145 0.980476 11.6339 0.960261 10.4907C0.939958 9.34244 1.42702 8.25916 2.30814 7.37804L3.9587 5.72748L5.37292 7.1417Z\"\/><\/svg><\/button><\/span><\/span><\/span>3. Make facts and data easy to extract for AI<\/span><\/h2>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">AI systems don&#8217;t always process a page from top to bottom. AI search engines can split pages into smaller chunks (see <a class=\"css-4g6ai3-link css-17esnuy-link\" style=\"--color-czybvw:#3A57FC;--hoverColor-1eveqlc:#F75A03\" href=\"https:\/\/ahrefs.com\/blog\/seo-chunk-optimization\/\">chunking in SEO<\/a>), retrieve the sections most relevant to a query, and cite only the passages that support an answer.<\/p>\n<\/div>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">This means your most important facts should be easy to find and make sense even when they&#8217;re pulled out of context. This is sometimes called atomic content: breaking content into self-contained sections that each communicate one complete idea.<\/p>\n<\/div>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">A simple way to visualize this is to compare the two examples below.<\/p>\n<\/div>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">In the scattered example, the answer is spread across several paragraphs, so a short excerpt loses the context needed to understand it.<\/p>\n<\/div>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">In the self-contained example, each section introduces and completes one point, so the excerpt still makes sense on its own.<\/p>\n<\/div>\n<div class=\"css-1gtanqs-image\" style=\"\">\n<div class=\"css-78500v-boxBackgroundColor css-13seggy-paddingMobile css-a84flc-paddingTablet css-v4p7n9-paddingDesktop css-1wj4459-borderRadius\" style=\"--bgColor-pz6qop:#F4F5F6;--t-mpkruj:8px;--r-zo23ai:8px;--b-1nl6rhj:8px;--l-1vs7g4c:8px;--t-1iu47sz:16px;--r-uuo27m:16px;--b-1w9wo1k:16px;--l-189ev0i:16px;--t-4dhen1:16px;--r-owubzf:16px;--b-10wcjbv:16px;--l-14x3jlp:16px;--radius-4sxhux:6px\">\n<div class=\"css-h4rn00-captionImageWell css-8atqhb-captionImageWell css-129gw94-captionImageWell css-wtpnzt-captionImageWell css-i6bazn-captionImageWell\" style=\"--accentMuted-yv75qk:#FFE7CD\"><img decoding=\"async\" class=\"css-9whsf3-imgDefaults css-x97jm9-imgDefaults\" src=\"\" alt=\"Scattered page layout compared with self-contained content sections\" loading=\"lazy\"\/><\/div>\n<\/div>\n<\/div>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">So, how do you write this way?<\/p>\n<\/div>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">Start by putting the main answer up front. This principle is called BLUF\u2014Bottom Line Up Front\u2014which means stating your conclusion, recommendation, or key finding in the first one or two sentences of any section, then supporting it.<\/p>\n<\/div>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">On top of that, use clear headings, and turn important information buried in paragraphs into direct, standalone statements. There&#8217;s some evidence that placement matters: in <a class=\"css-4g6ai3-link css-17esnuy-link\" style=\"--color-czybvw:#3A57FC;--hoverColor-1eveqlc:#F75A03\" href=\"https:\/\/ahrefs.com\/blog\/on-page-aeo\/\">Kevin Indig&#8217;s research<\/a>, 44.2% of AI citations came from the first 30% of a page.<\/p>\n<\/div>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">Next, be specific. Include relevant names, dates, numbers, products, countries, sources, and methods instead of relying on vague descriptions. The same research found that cited passages contained more named entities than typical prose and were more likely to use definitive language rather than hedging.<\/p>\n<\/div>\n<div class=\"css-0-list\" style=\"\">\n<ul>\n<li><strong>Vague:<\/strong> Our tool helps businesses improve their visibility across popular AI platforms.<\/li>\n<li><strong>Specific:<\/strong> Our tool tracks how often your brand appears in ChatGPT, Perplexity, and Google AI Overviews, with results updated every week.<\/li>\n<\/ul>\n<\/div>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">Structure matters, too. Tables, definitions, examples, summaries, and FAQs can make complex information easier to find and understand while giving AI systems more self-contained passages to work with.<\/p>\n<\/div>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">We published it in 2024 with human readers in mind, without specifically trying to optimize it for AEO. Yet it remains one of the most frequently cited pages on the topic, even though other publishers have since updated their research for 2026.<\/p>\n<\/div>\n<div class=\"css-1gtanqs-image\" style=\"\">\n<div class=\"css-78500v-boxBackgroundColor css-13seggy-paddingMobile css-a84flc-paddingTablet css-v4p7n9-paddingDesktop css-1wj4459-borderRadius\" style=\"--bgColor-pz6qop:#F4F5F6;--t-mpkruj:8px;--r-zo23ai:8px;--b-1nl6rhj:8px;--l-1vs7g4c:8px;--t-1iu47sz:16px;--r-uuo27m:16px;--b-1w9wo1k:16px;--l-189ev0i:16px;--t-4dhen1:16px;--r-owubzf:16px;--b-10wcjbv:16px;--l-14x3jlp:16px;--radius-4sxhux:6px\">\n<div class=\"css-h4rn00-captionImageWell css-8atqhb-captionImageWell css-129gw94-captionImageWell css-wtpnzt-captionImageWell css-i6bazn-captionImageWell\" style=\"--accentMuted-yv75qk:#FFE7CD\"><img decoding=\"async\" class=\"css-9whsf3-imgDefaults css-x97jm9-imgDefaults\" src=\"\" alt=\"Brand Radar citation history for SEO pricing pages\" loading=\"lazy\"\/><\/div>\n<\/div>\n<\/div>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">Here&#8217;s why I think it has performed so well: it gives clear answers, breaks the findings into self-contained sections, and explains the data from different angles. That last part gives the page a chance to answer different variations of the same question.<\/p>\n<\/div>\n<div class=\"css-1gtanqs-image\" style=\"\">\n<div class=\"css-78500v-boxBackgroundColor css-13seggy-paddingMobile css-a84flc-paddingTablet css-v4p7n9-paddingDesktop css-1wj4459-borderRadius\" style=\"--bgColor-pz6qop:#F4F5F6;--t-mpkruj:8px;--r-zo23ai:8px;--b-1nl6rhj:8px;--l-1vs7g4c:8px;--t-1iu47sz:16px;--r-uuo27m:16px;--b-1w9wo1k:16px;--l-189ev0i:16px;--t-4dhen1:16px;--r-owubzf:16px;--b-10wcjbv:16px;--l-14x3jlp:16px;--radius-4sxhux:6px\">\n<div class=\"css-h4rn00-captionImageWell css-8atqhb-captionImageWell css-129gw94-captionImageWell css-wtpnzt-captionImageWell css-i6bazn-captionImageWell\" style=\"--accentMuted-yv75qk:#FFE7CD\"><img decoding=\"async\" class=\"css-9whsf3-imgDefaults css-x97jm9-imgDefaults\" src=\"\" alt=\"Annotated SEO pricing article showing why AI cites it\" loading=\"lazy\"\/><\/div>\n<\/div>\n<\/div>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">There&#8217;s one more part of this to consider: what AI systems can actually see on the page.<\/p>\n<\/div>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">In an <a class=\"css-4g6ai3-link css-17esnuy-link\" style=\"--color-czybvw:#3A57FC;--hoverColor-1eveqlc:#F75A03\" href=\"https:\/\/ahrefs.com\/blog\/schema-ai-citations\/\">Ahrefs test<\/a>, five major AI systems ignored JSON-LD, hidden Microdata, and hidden RDFa, relying instead on visible HTML (see our <a class=\"css-4g6ai3-link css-17esnuy-link\" style=\"--color-czybvw:#3A57FC;--hoverColor-1eveqlc:#F75A03\" href=\"https:\/\/ahrefs.com\/blog\/schema-markup\/\">guide to schema markup<\/a> if these sound new to you). So if important information, such as pricing or product features, exists only in structured data or is embedded in an image, make sure it also appears as text on the page.<\/p>\n<\/div>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">In our 2024 survey on the cost of SEO, the key insights shown in graphics were also stated in the article text, so readers and AI systems did not have to extract them from images.<\/p>\n<\/div>\n<div class=\"css-1gtanqs-image\" style=\"\">\n<div class=\"css-78500v-boxBackgroundColor css-13seggy-paddingMobile css-a84flc-paddingTablet css-v4p7n9-paddingDesktop css-1wj4459-borderRadius\" style=\"--bgColor-pz6qop:#F4F5F6;--t-mpkruj:8px;--r-zo23ai:8px;--b-1nl6rhj:8px;--l-1vs7g4c:8px;--t-1iu47sz:16px;--r-uuo27m:16px;--b-1w9wo1k:16px;--l-189ev0i:16px;--t-4dhen1:16px;--r-owubzf:16px;--b-10wcjbv:16px;--l-14x3jlp:16px;--radius-4sxhux:6px\">\n<div class=\"css-h4rn00-captionImageWell css-8atqhb-captionImageWell css-129gw94-captionImageWell css-wtpnzt-captionImageWell css-i6bazn-captionImageWell\" style=\"--accentMuted-yv75qk:#FFE7CD\"><img decoding=\"async\" class=\"css-9whsf3-imgDefaults css-x97jm9-imgDefaults\" src=\"\" alt=\"SEO pricing chart with key findings also stated in text\" loading=\"lazy\"\/><\/div>\n<\/div>\n<\/div>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">None of this means you need to write robotic, &#8220;LLM-friendly&#8221; copy. It&#8217;s mostly good editorial hygiene: make the answer easy to find, keep claims precise, put important information in visible text, and make sure key passages still make sense when read on their own.<\/p>\n<\/div>\n<h3 style=\"--commonFontFamily-18pyjv:&quot;Ahrefs&quot;, sans-serif;--commonDesktopFontSize-df03h9:32px;--commonDesktopLineHeight-1j2516b:34px;--commonTabletFontSize-1dxj9ik:32px;--commonTabletLineHeight-xwk9uj:34px;--commonMobileFontSize-1dqmuso:24px;--commonMobileLineHeight-17gz9lh:26px;--japanFontFamily-11af4c8:&quot;Ahrefs&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:32px;--jaDesktopLineHeight-1h30gj1:34px;--jaTabletFontSize-1cs8g40:32px;--jaTabletLineHeight-rwumdp:34px;--jaMobileFontSize-3ilicb:24px;--jaMobileLineHeight-a733m1:26px;--koreanFontFamily-3unuz1:&quot;Ahrefs&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:32px;--koDesktopLineHeight-167f7ua:34px;--koTabletFontSize-wulysw:32px;--koTabletLineHeight-z06jhp:34px;--koMobileFontSize-hn8pa2:24px;--koMobileLineHeight-oto37y:26px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">How an AI agent can help make facts easier to extract<\/h3>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">Give your agent a target question and your verified facts. Ask it to identify passages that need surrounding context, quote each passage, and suggest a self-contained replacement without adding new facts.<\/p>\n<\/div>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">It can also flag buried answers, vague claims, weak headings, and passages that could mislead when quoted without the surrounding context.<\/p>\n<\/div>\n<div class=\"css-1gtanqs-image\" style=\"\">\n<div class=\"css-78500v-boxBackgroundColor css-13seggy-paddingMobile css-a84flc-paddingTablet css-v4p7n9-paddingDesktop css-1wj4459-borderRadius\" style=\"--bgColor-pz6qop:#F4F5F6;--t-mpkruj:8px;--r-zo23ai:8px;--b-1nl6rhj:8px;--l-1vs7g4c:8px;--t-1iu47sz:16px;--r-uuo27m:16px;--b-1w9wo1k:16px;--l-189ev0i:16px;--t-4dhen1:16px;--r-owubzf:16px;--b-10wcjbv:16px;--l-14x3jlp:16px;--radius-4sxhux:6px\">\n<div class=\"css-h4rn00-captionImageWell css-8atqhb-captionImageWell css-129gw94-captionImageWell css-wtpnzt-captionImageWell css-i6bazn-captionImageWell\" style=\"--accentMuted-yv75qk:#FFE7CD\"><img decoding=\"async\" class=\"css-9whsf3-imgDefaults css-x97jm9-imgDefaults\" src=\"\" alt=\"GitHub repo for the ai-extractability-audit agent skill\" loading=\"lazy\"\/><\/div>\n<\/div>\n<\/div>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">You can also run the this skill and the previous skill (query match audit) and ask the agent to apply suggestions in your document.<\/p>\n<\/div>\n<div class=\"css-1gtanqs-image\" style=\"\">\n<div class=\"css-78500v-boxBackgroundColor css-13seggy-paddingMobile css-a84flc-paddingTablet css-v4p7n9-paddingDesktop css-1wj4459-borderRadius\" style=\"--bgColor-pz6qop:#F4F5F6;--t-mpkruj:8px;--r-zo23ai:8px;--b-1nl6rhj:8px;--l-1vs7g4c:8px;--t-1iu47sz:16px;--r-uuo27m:16px;--b-1w9wo1k:16px;--l-189ev0i:16px;--t-4dhen1:16px;--r-owubzf:16px;--b-10wcjbv:16px;--l-14x3jlp:16px;--radius-4sxhux:6px\">\n<div class=\"css-h4rn00-captionImageWell css-8atqhb-captionImageWell css-129gw94-captionImageWell css-wtpnzt-captionImageWell css-i6bazn-captionImageWell\" style=\"--accentMuted-yv75qk:#FFE7CD\"><img decoding=\"async\" class=\"css-9whsf3-imgDefaults css-x97jm9-imgDefaults\" src=\"\" alt=\"AI agent applying audit edits to a Word document draft\" loading=\"lazy\"\/><\/div>\n<\/div>\n<\/div>\n<h2 style=\"--commonFontFamily-18pyjv:&quot;Ahrefs&quot;, sans-serif;--commonDesktopFontSize-df03h9:48px;--commonDesktopLineHeight-1j2516b:48px;--commonTabletFontSize-1dxj9ik:40px;--commonTabletLineHeight-xwk9uj:40px;--commonMobileFontSize-1dqmuso:32px;--commonMobileLineHeight-17gz9lh:34px;--japanFontFamily-11af4c8:&quot;Ahrefs&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:48px;--jaDesktopLineHeight-1h30gj1:48px;--jaTabletFontSize-1cs8g40:40px;--jaTabletLineHeight-rwumdp:40px;--jaMobileFontSize-3ilicb:32px;--jaMobileLineHeight-a733m1:34px;--koreanFontFamily-3unuz1:&quot;Ahrefs&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:48px;--koDesktopLineHeight-167f7ua:48px;--koTabletFontSize-wulysw:40px;--koTabletLineHeight-z06jhp:40px;--koMobileFontSize-hn8pa2:32px;--koMobileLineHeight-oto37y:34px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\"><span class=\"css-13o7eu2-scrollAnchor css-79elbk-scrollAnchor css-r0f3zd-scrollAnchor\" style=\"--scrollOffset-1sj9q7w:32px;--stickyBarHeight-4w6lkx:66px\" id=\"4-keep-facts-fresh-and-consistent\"><span class=\"css-vxcmzt-copyLink css-zcxndt-copyLink css-1hgawz4-copyLink css-ooq0i3-copyLink css-1lcrvwf-copyLink css-uiim69-copyLink css-lkic0s-copyLink css-fs89u1-copyLink css-46do2e-copyLink css-pqbsl6-copyLink css-ia79rd-copyLink css-1106rcj-copyLink css-1mfgbd3-copyLink\" style=\"--gapToHeadingText-a2bqkm:8px\"><span class=\"css-6n7j50-tooltipInline css-uk6cul-tooltipInline\" style=\"\"><span class=\"css-6n7j50-inline\" style=\"\" data-hidden-mobile=\"false\" data-hidden-tablet=\"false\" data-hidden-desktop=\"true\"><button class=\"css-k008qs-button css-1tyndxa-button css-zcxndt-button css-uk6cul-button css-b738da-button css-uodor8-button css-4g6ai3-button css-jt25g8-button css-1fj75wi-color css-vbkuqf-size css-dzyh1c-focusVisible css-4at7mb-focusVisible css-pv92ln-hover css-94985e-active css-11dqi6r-disabled\" style=\"--color-1it60d7:#FFF;--bg_color-uytogv:rgba(0, 0, 0, 0.15);--width-w3ugxa:24px;--height-11x3kmq:24px;--bg_color-135udgx:rgba(0, 0, 0, 0.15);--outline-6iukei:3px;--outline_style-18pdxm6:solid;--outline_color-10incmb:#FF8D00;--text_color-1rcg5kj:#FFF;--bg_color-1l3f782:#FF8D00;--text_color-1imjtck:#FFF;--bg_color-6pso4q:#FF7524;--tertiary-1hf1jn3:rgba(255, 255, 255, 0.5);--transparentSecondary-1tytaik:rgba(0, 0, 0, 0.15)\" type=\"button\" aria-label=\"Copy link\"><svg class=\"css-e3guj9-size\" style=\"--desktopWidth-dg32ua:12px;--desktopHeight-1bmr01w:12px;--tabletWidth-10tcxos:12px;--tabletHeight-ojkbl9:12px;--mobileWidth-16cnon:12px;--mobileHeight-vrwxay:12px\" viewbox=\"0 0 16 16\"><path class=\"css-s8q3eb-path\" style=\"--fillColor-4ekdyv:currentColor\" fill-rule=\"evenodd\" d=\"M10.4555 2.96054C9.92797 2.95159 9.34715 3.16746 8.78754 3.72708L7.26467 5.24994L5.85046 3.83573L7.37333 2.31286C8.25618 1.43001 9.34024 0.941333 10.4894 0.960827C11.6337 0.980239 12.7145 1.50101 13.6068 2.39326C14.499 3.2855 15.0196 4.36612 15.0398 5.50936C15.0601 6.6576 14.573 7.74088 13.6919 8.622L12.1691 10.1449L10.7548 8.73065L12.2777 7.20778C12.8343 6.65117 13.0494 6.07193 13.0401 5.54472C13.0307 5.01251 12.7898 4.40473 12.1926 3.80747C11.5953 3.21023 10.9878 2.96957 10.4555 2.96054ZM5.33969 9.24615L9.37859 5.20725L10.7928 6.62146L6.7539 10.6604L5.33969 9.24615ZM5.37292 7.1417L3.72236 8.79226C3.16574 9.34887 2.95063 9.92811 2.95995 10.4553C2.96936 10.9875 3.21023 11.5953 3.80749 12.1926C4.40475 12.7898 5.01252 13.0307 5.54473 13.0401C6.07194 13.0494 6.65118 12.8343 7.2078 12.2777L8.85836 10.6271L10.2726 12.0414L8.62201 13.6919C7.74089 14.573 6.65761 15.0601 5.50937 15.0398C4.36613 15.0196 3.28551 14.499 2.39327 13.6068C1.50104 12.7145 0.980476 11.6339 0.960261 10.4907C0.939958 9.34244 1.42702 8.25916 2.30814 7.37804L3.9587 5.72748L5.37292 7.1417Z\"\/><\/svg><\/button><\/span><span class=\"css-6n7j50-inline\" style=\"\" data-hidden-mobile=\"true\" data-hidden-tablet=\"true\" data-hidden-desktop=\"false\"><button class=\"css-k008qs-button css-1tyndxa-button css-zcxndt-button css-uk6cul-button css-b738da-button css-uodor8-button css-4g6ai3-button css-jt25g8-button css-1fj75wi-color css-vbkuqf-size css-dzyh1c-focusVisible css-4at7mb-focusVisible css-pv92ln-hover css-94985e-active css-11dqi6r-disabled\" style=\"--color-1it60d7:#FFF;--bg_color-uytogv:rgba(0, 0, 0, 0.15);--width-w3ugxa:32px;--height-11x3kmq:32px;--bg_color-135udgx:rgba(0, 0, 0, 0.15);--outline-6iukei:3px;--outline_style-18pdxm6:solid;--outline_color-10incmb:#FF8D00;--text_color-1rcg5kj:#FFF;--bg_color-1l3f782:#FF8D00;--text_color-1imjtck:#FFF;--bg_color-6pso4q:#FF7524;--tertiary-1hf1jn3:rgba(255, 255, 255, 0.5);--transparentSecondary-1tytaik:rgba(0, 0, 0, 0.15)\" type=\"button\" aria-label=\"Copy link\"><svg class=\"css-e3guj9-size\" style=\"--desktopWidth-dg32ua:16px;--desktopHeight-1bmr01w:16px;--tabletWidth-10tcxos:16px;--tabletHeight-ojkbl9:16px;--mobileWidth-16cnon:16px;--mobileHeight-vrwxay:16px\" viewbox=\"0 0 16 16\"><path class=\"css-s8q3eb-path\" style=\"--fillColor-4ekdyv:currentColor\" fill-rule=\"evenodd\" d=\"M10.4555 2.96054C9.92797 2.95159 9.34715 3.16746 8.78754 3.72708L7.26467 5.24994L5.85046 3.83573L7.37333 2.31286C8.25618 1.43001 9.34024 0.941333 10.4894 0.960827C11.6337 0.980239 12.7145 1.50101 13.6068 2.39326C14.499 3.2855 15.0196 4.36612 15.0398 5.50936C15.0601 6.6576 14.573 7.74088 13.6919 8.622L12.1691 10.1449L10.7548 8.73065L12.2777 7.20778C12.8343 6.65117 13.0494 6.07193 13.0401 5.54472C13.0307 5.01251 12.7898 4.40473 12.1926 3.80747C11.5953 3.21023 10.9878 2.96957 10.4555 2.96054ZM5.33969 9.24615L9.37859 5.20725L10.7928 6.62146L6.7539 10.6604L5.33969 9.24615ZM5.37292 7.1417L3.72236 8.79226C3.16574 9.34887 2.95063 9.92811 2.95995 10.4553C2.96936 10.9875 3.21023 11.5953 3.80749 12.1926C4.40475 12.7898 5.01252 13.0307 5.54473 13.0401C6.07194 13.0494 6.65118 12.8343 7.2078 12.2777L8.85836 10.6271L10.2726 12.0414L8.62201 13.6919C7.74089 14.573 6.65761 15.0601 5.50937 15.0398C4.36613 15.0196 3.28551 14.499 2.39327 13.6068C1.50104 12.7145 0.980476 11.6339 0.960261 10.4907C0.939958 9.34244 1.42702 8.25916 2.30814 7.37804L3.9587 5.72748L5.37292 7.1417Z\"\/><\/svg><\/button><\/span><\/span><\/span>4. Keep facts fresh and consistent<\/span><\/h2>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">Stale or contradictory facts can easily turn into wrong AI answers. This is especially important for information that changes regularly: pricing, product limits, features, setup instructions, integrations, comparison claims, etc.<\/p>\n<\/div>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">We recently ran an AEO outreach experiment, asking to fix pages with outdated and inaccurate information about Ahrefs. To our surprise, we found a couple of wrong pages on our site, too.<\/p>\n<\/div>\n<div class=\"css-1gtanqs-image\" style=\"\">\n<div class=\"css-78500v-boxBackgroundColor css-13seggy-paddingMobile css-a84flc-paddingTablet css-v4p7n9-paddingDesktop css-1wj4459-borderRadius\" style=\"--bgColor-pz6qop:#F4F5F6;--t-mpkruj:8px;--r-zo23ai:8px;--b-1nl6rhj:8px;--l-1vs7g4c:8px;--t-1iu47sz:16px;--r-uuo27m:16px;--b-1w9wo1k:16px;--l-189ev0i:16px;--t-4dhen1:16px;--r-owubzf:16px;--b-10wcjbv:16px;--l-14x3jlp:16px;--radius-4sxhux:6px\">\n<div class=\"css-h4rn00-captionImageWell css-8atqhb-captionImageWell css-129gw94-captionImageWell css-wtpnzt-captionImageWell css-i6bazn-captionImageWell\" style=\"--accentMuted-yv75qk:#FFE7CD\"><img decoding=\"async\" class=\"css-9whsf3-imgDefaults css-x97jm9-imgDefaults\" src=\"\" alt=\"Request to fix an Ahrefs page with outdated Brand Radar information\" loading=\"lazy\"\/><\/div>\n<\/div>\n<\/div>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">That&#8217;s why freshness is about more than adding a &#8220;last updated&#8221; date to a page. You need to keep important facts, especially the ones about your product or service, current and consistent, everywhere they appear.<\/p>\n<\/div>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">Our research also suggests that AI assistants frequently cite fresh or at least recently updated content.<\/p>\n<\/div>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">In <a class=\"css-4g6ai3-link css-17esnuy-link\" style=\"--color-czybvw:#3A57FC;--hoverColor-1eveqlc:#F75A03\" href=\"https:\/\/ahrefs.com\/blog\/best-lists-research\/\">research into &#8220;best X&#8221; lists<\/a>, we found that 57.1% of the list articles cited by ChatGPT had been updated since they were originally published, while 79.1% were last updated in the same year of the study (2025).<\/p>\n<\/div>\n<div class=\"css-1gtanqs-image\" style=\"\">\n<div class=\"css-78500v-boxBackgroundColor css-13seggy-paddingMobile css-a84flc-paddingTablet css-v4p7n9-paddingDesktop css-1wj4459-borderRadius\" style=\"--bgColor-pz6qop:#F4F5F6;--t-mpkruj:8px;--r-zo23ai:8px;--b-1nl6rhj:8px;--l-1vs7g4c:8px;--t-1iu47sz:16px;--r-uuo27m:16px;--b-1w9wo1k:16px;--l-189ev0i:16px;--t-4dhen1:16px;--r-owubzf:16px;--b-10wcjbv:16px;--l-14x3jlp:16px;--radius-4sxhux:6px\">\n<div class=\"css-h4rn00-captionImageWell css-8atqhb-captionImageWell css-129gw94-captionImageWell css-wtpnzt-captionImageWell css-i6bazn-captionImageWell\" style=\"--accentMuted-yv75qk:#FFE7CD\"><img decoding=\"async\" class=\"css-9whsf3-imgDefaults css-x97jm9-imgDefaults\" src=\"\" alt=\"Chart of when blog lists cited by ChatGPT were last updated\" loading=\"lazy\"\/><\/div>\n<\/div>\n<\/div>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">Content going stale is exactly what eventually happened with our SEO pricing research. In May 2026, another publisher released an updated version of their study using fresh 2026 data.<\/p>\n<\/div>\n<div class=\"css-1gtanqs-image\" style=\"\">\n<div class=\"css-78500v-boxBackgroundColor css-13seggy-paddingMobile css-a84flc-paddingTablet css-v4p7n9-paddingDesktop css-1wj4459-borderRadius\" style=\"--bgColor-pz6qop:#F4F5F6;--t-mpkruj:8px;--r-zo23ai:8px;--b-1nl6rhj:8px;--l-1vs7g4c:8px;--t-1iu47sz:16px;--r-uuo27m:16px;--b-1w9wo1k:16px;--l-189ev0i:16px;--t-4dhen1:16px;--r-owubzf:16px;--b-10wcjbv:16px;--l-14x3jlp:16px;--radius-4sxhux:6px\">\n<div class=\"css-h4rn00-captionImageWell css-8atqhb-captionImageWell css-129gw94-captionImageWell css-wtpnzt-captionImageWell css-i6bazn-captionImageWell\" style=\"--accentMuted-yv75qk:#FFE7CD\"><img decoding=\"async\" class=\"css-9whsf3-imgDefaults css-x97jm9-imgDefaults\" src=\"\" alt=\"Competitor SEO pricing article updated with 2026 data\" loading=\"lazy\"\/><\/div>\n<\/div>\n<\/div>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">Soon after, they outperformed our post in AI citations.<\/p>\n<\/div>\n<div class=\"css-1gtanqs-image\" style=\"\">\n<div class=\"css-78500v-boxBackgroundColor css-13seggy-paddingMobile css-a84flc-paddingTablet css-v4p7n9-paddingDesktop css-1wj4459-borderRadius\" style=\"--bgColor-pz6qop:#F4F5F6;--t-mpkruj:8px;--r-zo23ai:8px;--b-1nl6rhj:8px;--l-1vs7g4c:8px;--t-1iu47sz:16px;--r-uuo27m:16px;--b-1w9wo1k:16px;--l-189ev0i:16px;--t-4dhen1:16px;--r-owubzf:16px;--b-10wcjbv:16px;--l-14x3jlp:16px;--radius-4sxhux:6px\">\n<div class=\"css-h4rn00-captionImageWell css-8atqhb-captionImageWell css-129gw94-captionImageWell css-wtpnzt-captionImageWell css-i6bazn-captionImageWell\" style=\"--accentMuted-yv75qk:#FFE7CD\"><img decoding=\"async\" class=\"css-9whsf3-imgDefaults css-x97jm9-imgDefaults\" src=\"\" alt=\"Citation history showing an updated competitor page overtaking Ahrefs\" loading=\"lazy\"\/><\/div>\n<\/div>\n<\/div>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">If you&#8217;re using <a class=\"css-4g6ai3-link css-17esnuy-link\" style=\"--color-czybvw:#3A57FC;--hoverColor-1eveqlc:#F75A03\" href=\"https:\/\/ahrefs.com\/brand-radar\">Ahrefs Brand Radar<\/a>, you can quickly find outdated pages that are still being cited by AI and prioritize which ones to update first. You can compare them based on how many AI citations they get, how much organic and AI traffic they receive, and how often AI bots request them.<\/p>\n<\/div>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">To find these pages, open the Cited pages report and click the Yours tab.<\/p>\n<\/div>\n<div class=\"css-1gtanqs-image\" style=\"\">\n<div class=\"css-78500v-boxBackgroundColor css-13seggy-paddingMobile css-a84flc-paddingTablet css-v4p7n9-paddingDesktop css-1wj4459-borderRadius\" style=\"--bgColor-pz6qop:#F4F5F6;--t-mpkruj:8px;--r-zo23ai:8px;--b-1nl6rhj:8px;--l-1vs7g4c:8px;--t-1iu47sz:16px;--r-uuo27m:16px;--b-1w9wo1k:16px;--l-189ev0i:16px;--t-4dhen1:16px;--r-owubzf:16px;--b-10wcjbv:16px;--l-14x3jlp:16px;--radius-4sxhux:6px\">\n<div class=\"css-h4rn00-captionImageWell css-8atqhb-captionImageWell css-129gw94-captionImageWell css-wtpnzt-captionImageWell css-i6bazn-captionImageWell\" style=\"--accentMuted-yv75qk:#FFE7CD\"><img decoding=\"async\" class=\"css-9whsf3-imgDefaults css-x97jm9-imgDefaults\" src=\"\" alt=\"Brand Radar Cited pages report with the Yours tab selected\" loading=\"lazy\"\/><\/div>\n<\/div>\n<\/div>\n<h3 style=\"--commonFontFamily-18pyjv:&quot;Ahrefs&quot;, sans-serif;--commonDesktopFontSize-df03h9:32px;--commonDesktopLineHeight-1j2516b:34px;--commonTabletFontSize-1dxj9ik:32px;--commonTabletLineHeight-xwk9uj:34px;--commonMobileFontSize-1dqmuso:24px;--commonMobileLineHeight-17gz9lh:26px;--japanFontFamily-11af4c8:&quot;Ahrefs&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:32px;--jaDesktopLineHeight-1h30gj1:34px;--jaTabletFontSize-1cs8g40:32px;--jaTabletLineHeight-rwumdp:34px;--jaMobileFontSize-3ilicb:24px;--jaMobileLineHeight-a733m1:26px;--koreanFontFamily-3unuz1:&quot;Ahrefs&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:32px;--koDesktopLineHeight-167f7ua:34px;--koTabletFontSize-wulysw:32px;--koTabletLineHeight-z06jhp:34px;--koMobileFontSize-hn8pa2:24px;--koMobileLineHeight-oto37y:26px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">How an AI agent can help keep facts fresh and consistent<\/h3>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">AI agents are especially useful for two jobs here: checking facts and brand consistency before you publish, and monitoring citation freshness and fact accuracy over time.<\/p>\n<\/div>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">If you&#8217;re a <a class=\"css-4g6ai3-link css-17esnuy-link\" style=\"--color-czybvw:#3A57FC;--hoverColor-1eveqlc:#F75A03\" href=\"https:\/\/ahrefs.com\/letaido\">Letaido<\/a> user, you can skip the setup and use the fact-checking app and the AI citation freshness skill I built.<\/p>\n<\/div>\n<div class=\"css-1gtanqs-image\" style=\"\">\n<div class=\"css-78500v-boxBackgroundColor css-13seggy-paddingMobile css-a84flc-paddingTablet css-v4p7n9-paddingDesktop css-1wj4459-borderRadius\" style=\"--bgColor-pz6qop:#F4F5F6;--t-mpkruj:8px;--r-zo23ai:8px;--b-1nl6rhj:8px;--l-1vs7g4c:8px;--t-1iu47sz:16px;--r-uuo27m:16px;--b-1w9wo1k:16px;--l-189ev0i:16px;--t-4dhen1:16px;--r-owubzf:16px;--b-10wcjbv:16px;--l-14x3jlp:16px;--radius-4sxhux:6px\">\n<div class=\"css-h4rn00-captionImageWell css-8atqhb-captionImageWell css-129gw94-captionImageWell css-wtpnzt-captionImageWell css-i6bazn-captionImageWell\" style=\"--accentMuted-yv75qk:#FFE7CD\"><img decoding=\"async\" class=\"css-9whsf3-imgDefaults css-x97jm9-imgDefaults\" src=\"\" alt=\"Letaido Apps page showing the AI Fact Checker app\" loading=\"lazy\"\/><\/div>\n<\/div>\n<\/div>\n<div class=\"css-1gtanqs-image\" style=\"\">\n<div class=\"css-78500v-boxBackgroundColor css-13seggy-paddingMobile css-a84flc-paddingTablet css-v4p7n9-paddingDesktop css-1wj4459-borderRadius\" style=\"--bgColor-pz6qop:#F4F5F6;--t-mpkruj:8px;--r-zo23ai:8px;--b-1nl6rhj:8px;--l-1vs7g4c:8px;--t-1iu47sz:16px;--r-uuo27m:16px;--b-1w9wo1k:16px;--l-189ev0i:16px;--t-4dhen1:16px;--r-owubzf:16px;--b-10wcjbv:16px;--l-14x3jlp:16px;--radius-4sxhux:6px\">\n<div class=\"css-h4rn00-captionImageWell css-8atqhb-captionImageWell css-129gw94-captionImageWell css-wtpnzt-captionImageWell css-i6bazn-captionImageWell\" style=\"--accentMuted-yv75qk:#FFE7CD\"><img decoding=\"async\" class=\"css-9whsf3-imgDefaults css-x97jm9-imgDefaults\" src=\"\" alt=\"Letaido Skills page showing the AI Citation Freshness Audit\" loading=\"lazy\"\/><\/div>\n<\/div>\n<\/div>\n<h4 style=\"--commonFontFamily-18pyjv:&quot;Ahrefs&quot;, sans-serif;--commonDesktopFontSize-df03h9:22px;--commonDesktopLineHeight-1j2516b:24px;--commonTabletFontSize-1dxj9ik:22px;--commonTabletLineHeight-xwk9uj:24px;--commonMobileFontSize-1dqmuso:20px;--commonMobileLineHeight-17gz9lh:22px;--japanFontFamily-11af4c8:&quot;Ahrefs&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:22px;--jaDesktopLineHeight-1h30gj1:24px;--jaTabletFontSize-1cs8g40:22px;--jaTabletLineHeight-rwumdp:24px;--jaMobileFontSize-3ilicb:20px;--jaMobileLineHeight-a733m1:22px;--koreanFontFamily-3unuz1:&quot;Ahrefs&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:22px;--koDesktopLineHeight-167f7ua:24px;--koTabletFontSize-wulysw:22px;--koTabletLineHeight-z06jhp:24px;--koMobileFontSize-hn8pa2:20px;--koMobileLineHeight-oto37y:22px;--weightDesktop-1mrfqq6:700;--weightTablet-14lx7hv:700;--weightMobile-tpweh1:700;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">Find cited pages that need a content update<\/h4>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">For citation freshness, you can grab the API request code from the Cited Pages report in Brand Radar and give it to your agent with a simple prompt.<\/p>\n<\/div>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">In my experience, though, this particular workflow is faster and cheaper if you simply export the report. One caveat: the export is limited to the first 1,000 pages. For most sites, that should still give you plenty to work with.<\/p>\n<\/div>\n<div class=\"css-1gtanqs-image\" style=\"\">\n<div class=\"css-78500v-boxBackgroundColor css-13seggy-paddingMobile css-a84flc-paddingTablet css-v4p7n9-paddingDesktop css-1wj4459-borderRadius\" style=\"--bgColor-pz6qop:#F4F5F6;--t-mpkruj:8px;--r-zo23ai:8px;--b-1nl6rhj:8px;--l-1vs7g4c:8px;--t-1iu47sz:16px;--r-uuo27m:16px;--b-1w9wo1k:16px;--l-189ev0i:16px;--t-4dhen1:16px;--r-owubzf:16px;--b-10wcjbv:16px;--l-14x3jlp:16px;--radius-4sxhux:6px\">\n<div class=\"css-h4rn00-captionImageWell css-8atqhb-captionImageWell css-129gw94-captionImageWell css-wtpnzt-captionImageWell css-i6bazn-captionImageWell\" style=\"--accentMuted-yv75qk:#FFE7CD\"><img decoding=\"async\" class=\"css-9whsf3-imgDefaults css-x97jm9-imgDefaults\" src=\"\" alt=\"Brand Radar Cited pages report with the Export button\" loading=\"lazy\"\/><\/div>\n<\/div>\n<\/div>\n<pre class=\"css-1e0uqmg-codeBlock css-ayshjd-codeBlock css-1ojwqei-codeBlock css-1kxrhf3-codeBlock css-542wex-codeBlock css-ugafes-codeBlock css-srx2oj-codeBlock css-1e90bom-codeBlock css-1130ev3-codeBlock css-1w2m0q2-codeBlock css-1ek8oqb-codeBlock css-3kqszp-codeBlock css-qx4ok8-codeBlock css-1n0q435-codeBlock css-19n5vrr-codeBlock css-14j0x3s-codeBlock css-1lslo0s-codeBlock css-4eclbn-codeBlock css-hm3xk-codeBlock css-1kv2e4n-codeBlock css-iv7gf6-codeBlock css-gad2eg-codeBlock css-1vtws89-codeBlock css-dc3qj4-codeBlock css-4e1lbo-codeBlock css-ud462m-codeBlock css-7nxod0-codeBlock css-1ewcdat-codeBlock css-1nq9k60-codeBlock css-1vs3toh-codeBlock css-cf8gvb-codeBlock css-14lv1j6-codeBlock css-1xfj5eg-codeBlock css-1j348zu-codeBlock css-1hzalq1-codeBlock css-q6cl93-codeBlock css-391qwp-codeBlock css-e1hl6d-codeBlock css-1dbsb7i-codeBlock css-1mvxft3-codeBlock css-wllqyh-codeBlock\" style=\"--px16-9em0vf:16px;--px24-n5eeb1:24px;--whiteSecondary-4epti3:#F4F5F6;--primary-2a9mis:#000000;--px8-ka74gv:8px;--mono-higi3c:monospace;--px16-1w941li:16px;--px24-ni4twx:24px;--link-1t9nh2t:#3A57FC;--accentSecondary-1lyja7y:#FF7524\"><code>Show me the top 100 pages that are more than three months old and have more than 10 citations. Sort them by citation count and add organic visits. Use this report [options: Brand Radar export file, share report name, API code from Brand Radar\/URL of the report].<\/code><\/pre>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">You can also ask your agent to use a specific publish date from the page markup. This is useful because a single page can sometimes contain several different dates, and you may want to tell the AI exactly which one to use.<\/p>\n<\/div>\n<pre class=\"css-1e0uqmg-codeBlock css-ayshjd-codeBlock css-1ojwqei-codeBlock css-1kxrhf3-codeBlock css-542wex-codeBlock css-ugafes-codeBlock css-srx2oj-codeBlock css-1e90bom-codeBlock css-1130ev3-codeBlock css-1w2m0q2-codeBlock css-1ek8oqb-codeBlock css-3kqszp-codeBlock css-qx4ok8-codeBlock css-1n0q435-codeBlock css-19n5vrr-codeBlock css-14j0x3s-codeBlock css-1lslo0s-codeBlock css-4eclbn-codeBlock css-hm3xk-codeBlock css-1kv2e4n-codeBlock css-iv7gf6-codeBlock css-gad2eg-codeBlock css-1vtws89-codeBlock css-dc3qj4-codeBlock css-4e1lbo-codeBlock css-ud462m-codeBlock css-7nxod0-codeBlock css-1ewcdat-codeBlock css-1nq9k60-codeBlock css-1vs3toh-codeBlock css-cf8gvb-codeBlock css-14lv1j6-codeBlock css-1xfj5eg-codeBlock css-1j348zu-codeBlock css-1hzalq1-codeBlock css-q6cl93-codeBlock css-391qwp-codeBlock css-e1hl6d-codeBlock css-1dbsb7i-codeBlock css-1mvxft3-codeBlock css-wllqyh-codeBlock\" style=\"--px16-9em0vf:16px;--px24-n5eeb1:24px;--whiteSecondary-4epti3:#F4F5F6;--primary-2a9mis:#000000;--px8-ka74gv:8px;--mono-higi3c:monospace;--px16-1w941li:16px;--px24-ni4twx:24px;--link-1t9nh2t:#3A57FC;--accentSecondary-1lyja7y:#FF7524\"><code>Fetch a sample of pages from this report and inspect how each page declares its last-updated date.&#13;\n&#13;\nFind all relevant update-date signals, including:&#13;\n&#13;\n- dateModified in JSON-LD\/schema markup&#13;\n- article:modified_time in Open Graph metadata&#13;\n- &lt;time datetime=\"...\"&gt; elements associated with \"Updated\" or \"Last updated\"&#13;\n- visible \"Updated\" or \"Last updated\" dates on the page&#13;\n- any other metadata that appears to represent the last update&#13;\n&#13;\nShow me a table with the date field, where it appears in the HTML\/markup, an example value, and how consistently it appears across the sampled pages.&#13;\n&#13;\nDo not run the citation freshness analysis yet. Let me choose which field should be treated as the canonical update date.<\/code><\/pre>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">Once you&#8217;ve picked one, you can follow up with:<\/p>\n<\/div>\n<pre class=\"css-1e0uqmg-codeBlock css-ayshjd-codeBlock css-1ojwqei-codeBlock css-1kxrhf3-codeBlock css-542wex-codeBlock css-ugafes-codeBlock css-srx2oj-codeBlock css-1e90bom-codeBlock css-1130ev3-codeBlock css-1w2m0q2-codeBlock css-1ek8oqb-codeBlock css-3kqszp-codeBlock css-qx4ok8-codeBlock css-1n0q435-codeBlock css-19n5vrr-codeBlock css-14j0x3s-codeBlock css-1lslo0s-codeBlock css-4eclbn-codeBlock css-hm3xk-codeBlock css-1kv2e4n-codeBlock css-iv7gf6-codeBlock css-gad2eg-codeBlock css-1vtws89-codeBlock css-dc3qj4-codeBlock css-4e1lbo-codeBlock css-ud462m-codeBlock css-7nxod0-codeBlock css-1ewcdat-codeBlock css-1nq9k60-codeBlock css-1vs3toh-codeBlock css-cf8gvb-codeBlock css-14lv1j6-codeBlock css-1xfj5eg-codeBlock css-1j348zu-codeBlock css-1hzalq1-codeBlock css-q6cl93-codeBlock css-391qwp-codeBlock css-e1hl6d-codeBlock css-1dbsb7i-codeBlock css-1mvxft3-codeBlock css-wllqyh-codeBlock\" style=\"--px16-9em0vf:16px;--px24-n5eeb1:24px;--whiteSecondary-4epti3:#F4F5F6;--primary-2a9mis:#000000;--px8-ka74gv:8px;--mono-higi3c:monospace;--px16-1w941li:16px;--px24-ni4twx:24px;--link-1t9nh2t:#3A57FC;--accentSecondary-1lyja7y:#FF7524\"><code>Use [method] as the canonical update date. Now show me the top 100 pages that haven't been updated in more than three months and have more than 10 AI citations. Sort them by: a) citation count and b) organic visits.<\/code><\/pre>\n<div class=\"css-0-wideContent css-0-recommendation\" style=\"\">\n<div class=\"css-78500v-boxBackgroundColor css-13seggy-paddingMobile css-a84flc-paddingTablet css-v4p7n9-paddingDesktop\" style=\"--bgColor-pz6qop:#F4F5F6;--t-mpkruj:24px;--r-zo23ai:24px;--b-1nl6rhj:32px;--l-1vs7g4c:24px;--t-1iu47sz:24px;--r-uuo27m:24px;--b-1w9wo1k:32px;--l-189ev0i:24px;--t-4dhen1:24px;--r-owubzf:24px;--b-10wcjbv:32px;--l-14x3jlp:24px\">\n<div class=\"css-lgj0h8-container css-19m61fo-container css-1xdtxco-stack css-2o4qcf-stack css-1p6brg8-stackGridRows css-1gkqny0-stackGridDirection css-stydb2-stackJustifyContent css-1x2eit8-stackAlignContent\" style=\"--gapDesktop-ry71n2:24px;--gapTablet-oc2ewx:24px;--gapMobile-11dbs0s:16px;--gridRows-ntdmil:auto;--directionDesktop-1d1xm6y:row;--directionTablet-12pdsr3:row;--directionMobile-2fl0zc:row;--justifyContentDesktop-zzniix:initial;--justifyContentTablet-18yw0qd:initial;--justifyContentMobile-uj3hc:initial;--alignContentDesktop-v4tyqs:initial;--alignContentTablet-al4c9h:initial;--alignContentMobile-10dtb5f:initial\">\n<div style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">For smaller audits, your AI agent can pull page snapshots directly from <a class=\"css-4g6ai3-link css-17esnuy-link\" style=\"--color-czybvw:#3A57FC;--hoverColor-1eveqlc:#F75A03\" href=\"https:\/\/ahrefs.com\/site-explorer\">Ahrefs&#8217; Site Explorer.<\/a> This is particularly convenient if your Ahrefs plan already includes enough API allowance for the job. At larger scale\u2014say, hundreds of pages\u2014you may want to add a dedicated scraping service like Apify or Browserless for high-volume page retrieval.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<h4 style=\"--commonFontFamily-18pyjv:&quot;Ahrefs&quot;, sans-serif;--commonDesktopFontSize-df03h9:22px;--commonDesktopLineHeight-1j2516b:24px;--commonTabletFontSize-1dxj9ik:22px;--commonTabletLineHeight-xwk9uj:24px;--commonMobileFontSize-1dqmuso:20px;--commonMobileLineHeight-17gz9lh:22px;--japanFontFamily-11af4c8:&quot;Ahrefs&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:22px;--jaDesktopLineHeight-1h30gj1:24px;--jaTabletFontSize-1cs8g40:22px;--jaTabletLineHeight-rwumdp:24px;--jaMobileFontSize-3ilicb:20px;--jaMobileLineHeight-a733m1:22px;--koreanFontFamily-3unuz1:&quot;Ahrefs&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:22px;--koDesktopLineHeight-167f7ua:24px;--koTabletFontSize-wulysw:22px;--koTabletLineHeight-z06jhp:24px;--koMobileFontSize-hn8pa2:20px;--koMobileLineHeight-oto37y:22px;--weightDesktop-1mrfqq6:700;--weightTablet-14lx7hv:700;--weightMobile-tpweh1:700;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">Check AI-cited pages against your source of truth<\/h4>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">For fact fidelity, you first need to create a source of truth file to check against articles before publishing and already published pages cited in AI answers. These can be the most crucial facts about your product, facts that content creators usually get wrong, or facts that competitors often compete with you.<\/p>\n<\/div>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">Aim for one claim per line, in plain language, specific enough that someone can confirm or disprove it in a few seconds. A few examples we actually used in our SOT file:<\/p>\n<\/div>\n<div class=\"css-0-list\" style=\"\">\n<ul>\n<li>Ahrefs pricing starts at $29 per month on the Starter plan.<\/li>\n<li>Brand Radar is sold separately, priced from $50 per month and doesn&#8217;t require a paid Ahrefs subscription.<\/li>\n<li>API access is included from the Lite plan and above.<\/li>\n<\/ul>\n<\/div>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">Having that list, you can tell your agent something like:<\/p>\n<\/div>\n<pre class=\"css-1e0uqmg-codeBlock css-ayshjd-codeBlock css-1ojwqei-codeBlock css-1kxrhf3-codeBlock css-542wex-codeBlock css-ugafes-codeBlock css-srx2oj-codeBlock css-1e90bom-codeBlock css-1130ev3-codeBlock css-1w2m0q2-codeBlock css-1ek8oqb-codeBlock css-3kqszp-codeBlock css-qx4ok8-codeBlock css-1n0q435-codeBlock css-19n5vrr-codeBlock css-14j0x3s-codeBlock css-1lslo0s-codeBlock css-4eclbn-codeBlock css-hm3xk-codeBlock css-1kv2e4n-codeBlock css-iv7gf6-codeBlock css-gad2eg-codeBlock css-1vtws89-codeBlock css-dc3qj4-codeBlock css-4e1lbo-codeBlock css-ud462m-codeBlock css-7nxod0-codeBlock css-1ewcdat-codeBlock css-1nq9k60-codeBlock css-1vs3toh-codeBlock css-cf8gvb-codeBlock css-14lv1j6-codeBlock css-1xfj5eg-codeBlock css-1j348zu-codeBlock css-1hzalq1-codeBlock css-q6cl93-codeBlock css-391qwp-codeBlock css-e1hl6d-codeBlock css-1dbsb7i-codeBlock css-1mvxft3-codeBlock css-wllqyh-codeBlock\" style=\"--px16-9em0vf:16px;--px24-n5eeb1:24px;--whiteSecondary-4epti3:#F4F5F6;--primary-2a9mis:#000000;--px8-ka74gv:8px;--mono-higi3c:monospace;--px16-1w941li:16px;--px24-ni4twx:24px;--link-1t9nh2t:#3A57FC;--accentSecondary-1lyja7y:#FF7524\"><code>Fact-check this draft before it goes live. Use this fact sheet.<\/code><\/pre>\n<pre class=\"css-1e0uqmg-codeBlock css-ayshjd-codeBlock css-1ojwqei-codeBlock css-1kxrhf3-codeBlock css-542wex-codeBlock css-ugafes-codeBlock css-srx2oj-codeBlock css-1e90bom-codeBlock css-1130ev3-codeBlock css-1w2m0q2-codeBlock css-1ek8oqb-codeBlock css-3kqszp-codeBlock css-qx4ok8-codeBlock css-1n0q435-codeBlock css-19n5vrr-codeBlock css-14j0x3s-codeBlock css-1lslo0s-codeBlock css-4eclbn-codeBlock css-hm3xk-codeBlock css-1kv2e4n-codeBlock css-iv7gf6-codeBlock css-gad2eg-codeBlock css-1vtws89-codeBlock css-dc3qj4-codeBlock css-4e1lbo-codeBlock css-ud462m-codeBlock css-7nxod0-codeBlock css-1ewcdat-codeBlock css-1nq9k60-codeBlock css-1vs3toh-codeBlock css-cf8gvb-codeBlock css-14lv1j6-codeBlock css-1xfj5eg-codeBlock css-1j348zu-codeBlock css-1hzalq1-codeBlock css-q6cl93-codeBlock css-391qwp-codeBlock css-e1hl6d-codeBlock css-1dbsb7i-codeBlock css-1mvxft3-codeBlock css-wllqyh-codeBlock\" style=\"--px16-9em0vf:16px;--px24-n5eeb1:24px;--whiteSecondary-4epti3:#F4F5F6;--primary-2a9mis:#000000;--px8-ka74gv:8px;--mono-higi3c:monospace;--px16-1w941li:16px;--px24-ni4twx:24px;--link-1t9nh2t:#3A57FC;--accentSecondary-1lyja7y:#FF7524\"><code>Fetch the pages in this report [options: Brand Radar export file, share report name, API code from Brand Radar\/URL of the report]. Check them against my fact sheet. Provide corrections with page url, sort them by the number of AI citations and annotate their organic traffic (also AI traffic and bot visits if provided originally in the report I shared).<\/code><\/pre>\n<h2 style=\"--commonFontFamily-18pyjv:&quot;Ahrefs&quot;, sans-serif;--commonDesktopFontSize-df03h9:48px;--commonDesktopLineHeight-1j2516b:48px;--commonTabletFontSize-1dxj9ik:40px;--commonTabletLineHeight-xwk9uj:40px;--commonMobileFontSize-1dqmuso:32px;--commonMobileLineHeight-17gz9lh:34px;--japanFontFamily-11af4c8:&quot;Ahrefs&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:48px;--jaDesktopLineHeight-1h30gj1:48px;--jaTabletFontSize-1cs8g40:40px;--jaTabletLineHeight-rwumdp:40px;--jaMobileFontSize-3ilicb:32px;--jaMobileLineHeight-a733m1:34px;--koreanFontFamily-3unuz1:&quot;Ahrefs&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:48px;--koDesktopLineHeight-167f7ua:48px;--koTabletFontSize-wulysw:40px;--koTabletLineHeight-z06jhp:40px;--koMobileFontSize-hn8pa2:32px;--koMobileLineHeight-oto37y:34px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\"><span class=\"css-13o7eu2-scrollAnchor css-79elbk-scrollAnchor css-r0f3zd-scrollAnchor\" style=\"--scrollOffset-1sj9q7w:32px;--stickyBarHeight-4w6lkx:66px\" id=\"5-monitor-your-ai-search-performance\"><span class=\"css-vxcmzt-copyLink css-zcxndt-copyLink css-1hgawz4-copyLink css-ooq0i3-copyLink css-1lcrvwf-copyLink css-uiim69-copyLink css-lkic0s-copyLink css-fs89u1-copyLink css-46do2e-copyLink css-pqbsl6-copyLink css-ia79rd-copyLink css-1106rcj-copyLink css-1mfgbd3-copyLink\" style=\"--gapToHeadingText-a2bqkm:8px\"><span class=\"css-6n7j50-tooltipInline css-uk6cul-tooltipInline\" style=\"\"><span class=\"css-6n7j50-inline\" style=\"\" data-hidden-mobile=\"false\" data-hidden-tablet=\"false\" data-hidden-desktop=\"true\"><button class=\"css-k008qs-button css-1tyndxa-button css-zcxndt-button css-uk6cul-button css-b738da-button css-uodor8-button css-4g6ai3-button css-jt25g8-button css-1fj75wi-color css-vbkuqf-size css-dzyh1c-focusVisible css-4at7mb-focusVisible css-pv92ln-hover css-94985e-active css-11dqi6r-disabled\" style=\"--color-1it60d7:#FFF;--bg_color-uytogv:rgba(0, 0, 0, 0.15);--width-w3ugxa:24px;--height-11x3kmq:24px;--bg_color-135udgx:rgba(0, 0, 0, 0.15);--outline-6iukei:3px;--outline_style-18pdxm6:solid;--outline_color-10incmb:#FF8D00;--text_color-1rcg5kj:#FFF;--bg_color-1l3f782:#FF8D00;--text_color-1imjtck:#FFF;--bg_color-6pso4q:#FF7524;--tertiary-1hf1jn3:rgba(255, 255, 255, 0.5);--transparentSecondary-1tytaik:rgba(0, 0, 0, 0.15)\" type=\"button\" aria-label=\"Copy link\"><svg class=\"css-e3guj9-size\" style=\"--desktopWidth-dg32ua:12px;--desktopHeight-1bmr01w:12px;--tabletWidth-10tcxos:12px;--tabletHeight-ojkbl9:12px;--mobileWidth-16cnon:12px;--mobileHeight-vrwxay:12px\" viewbox=\"0 0 16 16\"><path class=\"css-s8q3eb-path\" style=\"--fillColor-4ekdyv:currentColor\" fill-rule=\"evenodd\" d=\"M10.4555 2.96054C9.92797 2.95159 9.34715 3.16746 8.78754 3.72708L7.26467 5.24994L5.85046 3.83573L7.37333 2.31286C8.25618 1.43001 9.34024 0.941333 10.4894 0.960827C11.6337 0.980239 12.7145 1.50101 13.6068 2.39326C14.499 3.2855 15.0196 4.36612 15.0398 5.50936C15.0601 6.6576 14.573 7.74088 13.6919 8.622L12.1691 10.1449L10.7548 8.73065L12.2777 7.20778C12.8343 6.65117 13.0494 6.07193 13.0401 5.54472C13.0307 5.01251 12.7898 4.40473 12.1926 3.80747C11.5953 3.21023 10.9878 2.96957 10.4555 2.96054ZM5.33969 9.24615L9.37859 5.20725L10.7928 6.62146L6.7539 10.6604L5.33969 9.24615ZM5.37292 7.1417L3.72236 8.79226C3.16574 9.34887 2.95063 9.92811 2.95995 10.4553C2.96936 10.9875 3.21023 11.5953 3.80749 12.1926C4.40475 12.7898 5.01252 13.0307 5.54473 13.0401C6.07194 13.0494 6.65118 12.8343 7.2078 12.2777L8.85836 10.6271L10.2726 12.0414L8.62201 13.6919C7.74089 14.573 6.65761 15.0601 5.50937 15.0398C4.36613 15.0196 3.28551 14.499 2.39327 13.6068C1.50104 12.7145 0.980476 11.6339 0.960261 10.4907C0.939958 9.34244 1.42702 8.25916 2.30814 7.37804L3.9587 5.72748L5.37292 7.1417Z\"\/><\/svg><\/button><\/span><span class=\"css-6n7j50-inline\" style=\"\" data-hidden-mobile=\"true\" data-hidden-tablet=\"true\" data-hidden-desktop=\"false\"><button class=\"css-k008qs-button css-1tyndxa-button css-zcxndt-button css-uk6cul-button css-b738da-button css-uodor8-button css-4g6ai3-button css-jt25g8-button css-1fj75wi-color css-vbkuqf-size css-dzyh1c-focusVisible css-4at7mb-focusVisible css-pv92ln-hover css-94985e-active css-11dqi6r-disabled\" style=\"--color-1it60d7:#FFF;--bg_color-uytogv:rgba(0, 0, 0, 0.15);--width-w3ugxa:32px;--height-11x3kmq:32px;--bg_color-135udgx:rgba(0, 0, 0, 0.15);--outline-6iukei:3px;--outline_style-18pdxm6:solid;--outline_color-10incmb:#FF8D00;--text_color-1rcg5kj:#FFF;--bg_color-1l3f782:#FF8D00;--text_color-1imjtck:#FFF;--bg_color-6pso4q:#FF7524;--tertiary-1hf1jn3:rgba(255, 255, 255, 0.5);--transparentSecondary-1tytaik:rgba(0, 0, 0, 0.15)\" type=\"button\" aria-label=\"Copy link\"><svg class=\"css-e3guj9-size\" style=\"--desktopWidth-dg32ua:16px;--desktopHeight-1bmr01w:16px;--tabletWidth-10tcxos:16px;--tabletHeight-ojkbl9:16px;--mobileWidth-16cnon:16px;--mobileHeight-vrwxay:16px\" viewbox=\"0 0 16 16\"><path class=\"css-s8q3eb-path\" style=\"--fillColor-4ekdyv:currentColor\" fill-rule=\"evenodd\" d=\"M10.4555 2.96054C9.92797 2.95159 9.34715 3.16746 8.78754 3.72708L7.26467 5.24994L5.85046 3.83573L7.37333 2.31286C8.25618 1.43001 9.34024 0.941333 10.4894 0.960827C11.6337 0.980239 12.7145 1.50101 13.6068 2.39326C14.499 3.2855 15.0196 4.36612 15.0398 5.50936C15.0601 6.6576 14.573 7.74088 13.6919 8.622L12.1691 10.1449L10.7548 8.73065L12.2777 7.20778C12.8343 6.65117 13.0494 6.07193 13.0401 5.54472C13.0307 5.01251 12.7898 4.40473 12.1926 3.80747C11.5953 3.21023 10.9878 2.96957 10.4555 2.96054ZM5.33969 9.24615L9.37859 5.20725L10.7928 6.62146L6.7539 10.6604L5.33969 9.24615ZM5.37292 7.1417L3.72236 8.79226C3.16574 9.34887 2.95063 9.92811 2.95995 10.4553C2.96936 10.9875 3.21023 11.5953 3.80749 12.1926C4.40475 12.7898 5.01252 13.0307 5.54473 13.0401C6.07194 13.0494 6.65118 12.8343 7.2078 12.2777L8.85836 10.6271L10.2726 12.0414L8.62201 13.6919C7.74089 14.573 6.65761 15.0601 5.50937 15.0398C4.36613 15.0196 3.28551 14.499 2.39327 13.6068C1.50104 12.7145 0.980476 11.6339 0.960261 10.4907C0.939958 9.34244 1.42702 8.25916 2.30814 7.37804L3.9587 5.72748L5.37292 7.1417Z\"\/><\/svg><\/button><\/span><\/span><\/span>5. Monitor your AI search performance<\/span><\/h2>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">Monitoring AI citations is fairly straightforward, and most AI visibility tools now offer some version of it. Here&#8217;s what citation monitoring looks like in Brand Radar and how to use it.<\/p>\n<\/div>\n<div class=\"css-1gtanqs-image\" style=\"\">\n<div class=\"css-78500v-boxBackgroundColor css-13seggy-paddingMobile css-a84flc-paddingTablet css-v4p7n9-paddingDesktop css-1wj4459-borderRadius\" style=\"--bgColor-pz6qop:#F4F5F6;--t-mpkruj:8px;--r-zo23ai:8px;--b-1nl6rhj:8px;--l-1vs7g4c:8px;--t-1iu47sz:16px;--r-uuo27m:16px;--b-1w9wo1k:16px;--l-189ev0i:16px;--t-4dhen1:16px;--r-owubzf:16px;--b-10wcjbv:16px;--l-14x3jlp:16px;--radius-4sxhux:6px\">\n<div class=\"css-h4rn00-captionImageWell css-8atqhb-captionImageWell css-129gw94-captionImageWell css-wtpnzt-captionImageWell css-i6bazn-captionImageWell\" style=\"--accentMuted-yv75qk:#FFE7CD\"><img decoding=\"async\" class=\"css-9whsf3-imgDefaults css-x97jm9-imgDefaults\" src=\"\" alt=\"Brand Radar Cited pages report with metrics, history graph, and filters\" loading=\"lazy\"\/><\/div>\n<\/div>\n<\/div>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">In the cited pages report:<\/p>\n<\/div>\n<div class=\"css-0-list\" style=\"\">\n<ol>\n<li><strong>Cited pages metrics:<\/strong> Compare how often a page is shown as a citation with how often it is &#8220;found&#8221; (either cited or retrieved without being shown in the answer). Add AI visits and organic visits when deciding which pages to review first.<\/li>\n<li><strong>History graph:<\/strong> Track how your citation performance changes over time. This is useful for understanding how stable your citations are and spotting major shifts or longer-term trends. Small ups and downs are normal in AI search. You can choose how many pages to display, making it easy to focus on one page or compare several pages side by side.<\/li>\n<li><strong>Watchlist:<\/strong> Add important pages to a watchlist so you can track them separately. For example, you might add pages created specifically for a recent AEO campaign.<\/li>\n<li><strong>Filters:<\/strong> Use filters to narrow down the entire dataset. AI Index and prompt tags are especially useful for focusing your analysis.<\/li>\n<\/ol>\n<\/div>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">In Brand Radar&#8217;s AI responses report, hover over your brand name and select &#8220;Others only&#8221; to find responses where competitors are cited and your brand is not. These gaps can give you ideas for new content to create.<\/p>\n<\/div>\n<div class=\"css-1gtanqs-image\" style=\"\">\n<div class=\"css-78500v-boxBackgroundColor css-13seggy-paddingMobile css-a84flc-paddingTablet css-v4p7n9-paddingDesktop css-1wj4459-borderRadius\" style=\"--bgColor-pz6qop:#F4F5F6;--t-mpkruj:8px;--r-zo23ai:8px;--b-1nl6rhj:8px;--l-1vs7g4c:8px;--t-1iu47sz:16px;--r-uuo27m:16px;--b-1w9wo1k:16px;--l-189ev0i:16px;--t-4dhen1:16px;--r-owubzf:16px;--b-10wcjbv:16px;--l-14x3jlp:16px;--radius-4sxhux:6px\">\n<div class=\"css-h4rn00-captionImageWell css-8atqhb-captionImageWell css-129gw94-captionImageWell css-wtpnzt-captionImageWell css-i6bazn-captionImageWell\" style=\"--accentMuted-yv75qk:#FFE7CD\"><img decoding=\"async\" class=\"css-9whsf3-imgDefaults css-x97jm9-imgDefaults\" src=\"\" alt=\"Brand Radar AI responses filtered to competitors cited without your brand\" loading=\"lazy\"\/><\/div>\n<\/div>\n<\/div>\n<h3 style=\"--commonFontFamily-18pyjv:&quot;Ahrefs&quot;, sans-serif;--commonDesktopFontSize-df03h9:32px;--commonDesktopLineHeight-1j2516b:34px;--commonTabletFontSize-1dxj9ik:32px;--commonTabletLineHeight-xwk9uj:34px;--commonMobileFontSize-1dqmuso:24px;--commonMobileLineHeight-17gz9lh:26px;--japanFontFamily-11af4c8:&quot;Ahrefs&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:32px;--jaDesktopLineHeight-1h30gj1:34px;--jaTabletFontSize-1cs8g40:32px;--jaTabletLineHeight-rwumdp:34px;--jaMobileFontSize-3ilicb:24px;--jaMobileLineHeight-a733m1:26px;--koreanFontFamily-3unuz1:&quot;Ahrefs&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:32px;--koDesktopLineHeight-167f7ua:34px;--koTabletFontSize-wulysw:32px;--koTabletLineHeight-z06jhp:34px;--koMobileFontSize-hn8pa2:24px;--koMobileLineHeight-oto37y:26px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">How an AI agent can help analyze citation performance<\/h3>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">One of the easiest ways to check how your citations are performing is to simply chat with the data.<\/p>\n<\/div>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">You can use AI to analyze the results for you and create a clear summary of the main patterns, insights, and changes compared with previous periods. You can also set up a regular digest and have it sent to your email, Slack, or a messaging app like WhatsApp.<\/p>\n<\/div>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">You could ask something like:<\/p>\n<\/div>\n<pre class=\"css-1e0uqmg-codeBlock css-ayshjd-codeBlock css-1ojwqei-codeBlock css-1kxrhf3-codeBlock css-542wex-codeBlock css-ugafes-codeBlock css-srx2oj-codeBlock css-1e90bom-codeBlock css-1130ev3-codeBlock css-1w2m0q2-codeBlock css-1ek8oqb-codeBlock css-3kqszp-codeBlock css-qx4ok8-codeBlock css-1n0q435-codeBlock css-19n5vrr-codeBlock css-14j0x3s-codeBlock css-1lslo0s-codeBlock css-4eclbn-codeBlock css-hm3xk-codeBlock css-1kv2e4n-codeBlock css-iv7gf6-codeBlock css-gad2eg-codeBlock css-1vtws89-codeBlock css-dc3qj4-codeBlock css-4e1lbo-codeBlock css-ud462m-codeBlock css-7nxod0-codeBlock css-1ewcdat-codeBlock css-1nq9k60-codeBlock css-1vs3toh-codeBlock css-cf8gvb-codeBlock css-14lv1j6-codeBlock css-1xfj5eg-codeBlock css-1j348zu-codeBlock css-1hzalq1-codeBlock css-q6cl93-codeBlock css-391qwp-codeBlock css-e1hl6d-codeBlock css-1dbsb7i-codeBlock css-1mvxft3-codeBlock css-wllqyh-codeBlock\" style=\"--px16-9em0vf:16px;--px24-n5eeb1:24px;--whiteSecondary-4epti3:#F4F5F6;--primary-2a9mis:#000000;--px8-ka74gv:8px;--mono-higi3c:monospace;--px16-1w941li:16px;--px24-ni4twx:24px;--link-1t9nh2t:#3A57FC;--accentSecondary-1lyja7y:#FF7524\"><code>Analyze my citation performance over the last 30 days and compare it with the previous 30 days. Highlight the biggest gains and losses, pages that are being cited more or less often, and any noticeable changes in which AI platforms cite my content. Flag anything unusual or worth investigating, and summarize the 3\u20135 most important takeaways. Use this report: [share report wit the agent]<\/code><\/pre>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">You can also ask for the data that is not explicitly covered in the tool, but the AI could calculate it for you and visualize it as you like.<\/p>\n<\/div>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">For example, I wanted to track the citation stability of specific pages. This helped me see whether pages I care about were starting to disappear from AI responses, especially in answers where my brand was mentioned. If one of those pages gets dropped as a source, the brand mention could disappear with it.<\/p>\n<\/div>\n<div class=\"css-1gtanqs-image\" style=\"\">\n<div class=\"css-78500v-boxBackgroundColor css-13seggy-paddingMobile css-a84flc-paddingTablet css-v4p7n9-paddingDesktop css-1wj4459-borderRadius\" style=\"--bgColor-pz6qop:#F4F5F6;--t-mpkruj:8px;--r-zo23ai:8px;--b-1nl6rhj:8px;--l-1vs7g4c:8px;--t-1iu47sz:16px;--r-uuo27m:16px;--b-1w9wo1k:16px;--l-189ev0i:16px;--t-4dhen1:16px;--r-owubzf:16px;--b-10wcjbv:16px;--l-14x3jlp:16px;--radius-4sxhux:6px\">\n<div class=\"css-h4rn00-captionImageWell css-8atqhb-captionImageWell css-129gw94-captionImageWell css-wtpnzt-captionImageWell css-i6bazn-captionImageWell\" style=\"--accentMuted-yv75qk:#FFE7CD\"><img decoding=\"async\" class=\"css-9whsf3-imgDefaults css-x97jm9-imgDefaults\" src=\"\" alt=\"Agent-built report tracking citation stability of key pages\" loading=\"lazy\"\/><\/div>\n<\/div>\n<\/div>\n<div class=\"css-0-wideContent css-0-recommendation\" style=\"\">\n<div class=\"css-78500v-boxBackgroundColor css-13seggy-paddingMobile css-a84flc-paddingTablet css-v4p7n9-paddingDesktop\" style=\"--bgColor-pz6qop:#F4F5F6;--t-mpkruj:24px;--r-zo23ai:24px;--b-1nl6rhj:32px;--l-1vs7g4c:24px;--t-1iu47sz:24px;--r-uuo27m:24px;--b-1w9wo1k:32px;--l-189ev0i:24px;--t-4dhen1:24px;--r-owubzf:24px;--b-10wcjbv:32px;--l-14x3jlp:24px\">\n<div class=\"css-lgj0h8-container css-19m61fo-container css-1xdtxco-stack css-2o4qcf-stack css-1p6brg8-stackGridRows css-1gkqny0-stackGridDirection css-stydb2-stackJustifyContent css-1x2eit8-stackAlignContent\" style=\"--gapDesktop-ry71n2:24px;--gapTablet-oc2ewx:24px;--gapMobile-11dbs0s:16px;--gridRows-ntdmil:auto;--directionDesktop-1d1xm6y:row;--directionTablet-12pdsr3:row;--directionMobile-2fl0zc:row;--justifyContentDesktop-zzniix:initial;--justifyContentTablet-18yw0qd:initial;--justifyContentMobile-uj3hc:initial;--alignContentDesktop-v4tyqs:initial;--alignContentTablet-al4c9h:initial;--alignContentMobile-10dtb5f:initial\">\n<div style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">If you want to keep a close eye on your competitors, use a tool like <a class=\"css-4g6ai3-link css-17esnuy-link\" style=\"--color-czybvw:#3A57FC;--hoverColor-1eveqlc:#F75A03\" href=\"https:\/\/firehose.com\/\" target=\"_blank\" rel=\"nofollow noopener\">Firehose<\/a> to monitor the third-party citations you care about. You&#8217;ll be able to spot changes almost as soon as they happen and pick up ideas you can use to improve your own content.<\/p>\n<\/div>\n<div class=\"css-1gtanqs-image\" style=\"\">\n<div class=\"css-78500v-boxBackgroundColor css-13seggy-paddingMobile css-a84flc-paddingTablet css-v4p7n9-paddingDesktop css-1wj4459-borderRadius\" style=\"--bgColor-pz6qop:#F4F5F6;--t-mpkruj:8px;--r-zo23ai:8px;--b-1nl6rhj:8px;--l-1vs7g4c:8px;--t-1iu47sz:16px;--r-uuo27m:16px;--b-1w9wo1k:16px;--l-189ev0i:16px;--t-4dhen1:16px;--r-owubzf:16px;--b-10wcjbv:16px;--l-14x3jlp:16px;--radius-4sxhux:6px\">\n<div class=\"css-h4rn00-captionImageWell css-8atqhb-captionImageWell css-129gw94-captionImageWell css-wtpnzt-captionImageWell css-i6bazn-captionImageWell\" style=\"--accentMuted-yv75qk:#FFE7CD\"><img decoding=\"async\" class=\"css-9whsf3-imgDefaults css-x97jm9-imgDefaults\" src=\"\" alt=\"Firehose URL Watch set up to monitor a pricing page\" loading=\"lazy\"\/><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<h2 style=\"--commonFontFamily-18pyjv:&quot;Ahrefs&quot;, sans-serif;--commonDesktopFontSize-df03h9:48px;--commonDesktopLineHeight-1j2516b:48px;--commonTabletFontSize-1dxj9ik:40px;--commonTabletLineHeight-xwk9uj:40px;--commonMobileFontSize-1dqmuso:32px;--commonMobileLineHeight-17gz9lh:34px;--japanFontFamily-11af4c8:&quot;Ahrefs&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:48px;--jaDesktopLineHeight-1h30gj1:48px;--jaTabletFontSize-1cs8g40:40px;--jaTabletLineHeight-rwumdp:40px;--jaMobileFontSize-3ilicb:32px;--jaMobileLineHeight-a733m1:34px;--koreanFontFamily-3unuz1:&quot;Ahrefs&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:48px;--koDesktopLineHeight-167f7ua:48px;--koTabletFontSize-wulysw:40px;--koTabletLineHeight-z06jhp:40px;--koMobileFontSize-hn8pa2:32px;--koMobileLineHeight-oto37y:34px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\"><span class=\"css-13o7eu2-scrollAnchor css-79elbk-scrollAnchor css-r0f3zd-scrollAnchor\" style=\"--scrollOffset-1sj9q7w:32px;--stickyBarHeight-4w6lkx:66px\" id=\"final-thoughts\"><span class=\"css-vxcmzt-copyLink css-zcxndt-copyLink css-1hgawz4-copyLink css-ooq0i3-copyLink css-1lcrvwf-copyLink css-uiim69-copyLink css-lkic0s-copyLink css-fs89u1-copyLink css-46do2e-copyLink css-pqbsl6-copyLink css-ia79rd-copyLink css-1106rcj-copyLink css-1mfgbd3-copyLink\" style=\"--gapToHeadingText-a2bqkm:8px\"><span class=\"css-6n7j50-tooltipInline css-uk6cul-tooltipInline\" style=\"\"><span class=\"css-6n7j50-inline\" style=\"\" data-hidden-mobile=\"false\" data-hidden-tablet=\"false\" data-hidden-desktop=\"true\"><button class=\"css-k008qs-button css-1tyndxa-button css-zcxndt-button css-uk6cul-button css-b738da-button css-uodor8-button css-4g6ai3-button css-jt25g8-button css-1fj75wi-color css-vbkuqf-size css-dzyh1c-focusVisible css-4at7mb-focusVisible css-pv92ln-hover css-94985e-active css-11dqi6r-disabled\" style=\"--color-1it60d7:#FFF;--bg_color-uytogv:rgba(0, 0, 0, 0.15);--width-w3ugxa:24px;--height-11x3kmq:24px;--bg_color-135udgx:rgba(0, 0, 0, 0.15);--outline-6iukei:3px;--outline_style-18pdxm6:solid;--outline_color-10incmb:#FF8D00;--text_color-1rcg5kj:#FFF;--bg_color-1l3f782:#FF8D00;--text_color-1imjtck:#FFF;--bg_color-6pso4q:#FF7524;--tertiary-1hf1jn3:rgba(255, 255, 255, 0.5);--transparentSecondary-1tytaik:rgba(0, 0, 0, 0.15)\" type=\"button\" aria-label=\"Copy link\"><svg class=\"css-e3guj9-size\" style=\"--desktopWidth-dg32ua:12px;--desktopHeight-1bmr01w:12px;--tabletWidth-10tcxos:12px;--tabletHeight-ojkbl9:12px;--mobileWidth-16cnon:12px;--mobileHeight-vrwxay:12px\" viewbox=\"0 0 16 16\"><path class=\"css-s8q3eb-path\" style=\"--fillColor-4ekdyv:currentColor\" fill-rule=\"evenodd\" d=\"M10.4555 2.96054C9.92797 2.95159 9.34715 3.16746 8.78754 3.72708L7.26467 5.24994L5.85046 3.83573L7.37333 2.31286C8.25618 1.43001 9.34024 0.941333 10.4894 0.960827C11.6337 0.980239 12.7145 1.50101 13.6068 2.39326C14.499 3.2855 15.0196 4.36612 15.0398 5.50936C15.0601 6.6576 14.573 7.74088 13.6919 8.622L12.1691 10.1449L10.7548 8.73065L12.2777 7.20778C12.8343 6.65117 13.0494 6.07193 13.0401 5.54472C13.0307 5.01251 12.7898 4.40473 12.1926 3.80747C11.5953 3.21023 10.9878 2.96957 10.4555 2.96054ZM5.33969 9.24615L9.37859 5.20725L10.7928 6.62146L6.7539 10.6604L5.33969 9.24615ZM5.37292 7.1417L3.72236 8.79226C3.16574 9.34887 2.95063 9.92811 2.95995 10.4553C2.96936 10.9875 3.21023 11.5953 3.80749 12.1926C4.40475 12.7898 5.01252 13.0307 5.54473 13.0401C6.07194 13.0494 6.65118 12.8343 7.2078 12.2777L8.85836 10.6271L10.2726 12.0414L8.62201 13.6919C7.74089 14.573 6.65761 15.0601 5.50937 15.0398C4.36613 15.0196 3.28551 14.499 2.39327 13.6068C1.50104 12.7145 0.980476 11.6339 0.960261 10.4907C0.939958 9.34244 1.42702 8.25916 2.30814 7.37804L3.9587 5.72748L5.37292 7.1417Z\"\/><\/svg><\/button><\/span><span class=\"css-6n7j50-inline\" style=\"\" data-hidden-mobile=\"true\" data-hidden-tablet=\"true\" data-hidden-desktop=\"false\"><button class=\"css-k008qs-button css-1tyndxa-button css-zcxndt-button css-uk6cul-button css-b738da-button css-uodor8-button css-4g6ai3-button css-jt25g8-button css-1fj75wi-color css-vbkuqf-size css-dzyh1c-focusVisible css-4at7mb-focusVisible css-pv92ln-hover css-94985e-active css-11dqi6r-disabled\" style=\"--color-1it60d7:#FFF;--bg_color-uytogv:rgba(0, 0, 0, 0.15);--width-w3ugxa:32px;--height-11x3kmq:32px;--bg_color-135udgx:rgba(0, 0, 0, 0.15);--outline-6iukei:3px;--outline_style-18pdxm6:solid;--outline_color-10incmb:#FF8D00;--text_color-1rcg5kj:#FFF;--bg_color-1l3f782:#FF8D00;--text_color-1imjtck:#FFF;--bg_color-6pso4q:#FF7524;--tertiary-1hf1jn3:rgba(255, 255, 255, 0.5);--transparentSecondary-1tytaik:rgba(0, 0, 0, 0.15)\" type=\"button\" aria-label=\"Copy link\"><svg class=\"css-e3guj9-size\" style=\"--desktopWidth-dg32ua:16px;--desktopHeight-1bmr01w:16px;--tabletWidth-10tcxos:16px;--tabletHeight-ojkbl9:16px;--mobileWidth-16cnon:16px;--mobileHeight-vrwxay:16px\" viewbox=\"0 0 16 16\"><path class=\"css-s8q3eb-path\" style=\"--fillColor-4ekdyv:currentColor\" fill-rule=\"evenodd\" d=\"M10.4555 2.96054C9.92797 2.95159 9.34715 3.16746 8.78754 3.72708L7.26467 5.24994L5.85046 3.83573L7.37333 2.31286C8.25618 1.43001 9.34024 0.941333 10.4894 0.960827C11.6337 0.980239 12.7145 1.50101 13.6068 2.39326C14.499 3.2855 15.0196 4.36612 15.0398 5.50936C15.0601 6.6576 14.573 7.74088 13.6919 8.622L12.1691 10.1449L10.7548 8.73065L12.2777 7.20778C12.8343 6.65117 13.0494 6.07193 13.0401 5.54472C13.0307 5.01251 12.7898 4.40473 12.1926 3.80747C11.5953 3.21023 10.9878 2.96957 10.4555 2.96054ZM5.33969 9.24615L9.37859 5.20725L10.7928 6.62146L6.7539 10.6604L5.33969 9.24615ZM5.37292 7.1417L3.72236 8.79226C3.16574 9.34887 2.95063 9.92811 2.95995 10.4553C2.96936 10.9875 3.21023 11.5953 3.80749 12.1926C4.40475 12.7898 5.01252 13.0307 5.54473 13.0401C6.07194 13.0494 6.65118 12.8343 7.2078 12.2777L8.85836 10.6271L10.2726 12.0414L8.62201 13.6919C7.74089 14.573 6.65761 15.0601 5.50937 15.0398C4.36613 15.0196 3.28551 14.499 2.39327 13.6068C1.50104 12.7145 0.980476 11.6339 0.960261 10.4907C0.939958 9.34244 1.42702 8.25916 2.30814 7.37804L3.9587 5.72748L5.37292 7.1417Z\"\/><\/svg><\/button><\/span><\/span><\/span>Final thoughts<\/span><\/h2>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">Optimizing for AI search doesn&#8217;t necessarily require you to reinvent how you create content.<\/p>\n<\/div>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">The fundamentals still matter: make your pages accessible, answer relevant questions with genuinely useful information, make important facts easy to extract, and keep those facts accurate and up to date.<\/p>\n<\/div>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">What has changed is how much of this work you can delegate. An AI agent can crawl pages, audit content, check facts, find inconsistencies, and analyze citation data at a scale that would be tedious to handle manually.<\/p>\n<\/div>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">That leaves you to focus on the parts AI can&#8217;t manufacture for you: original research, real expertise, strong opinions, useful examples, and content strategy.<\/p>\n<\/div>\n<div class=\"css-vsm8hv-withMargins css-1rq04bn-withMargins css-nm4xsv-withMargins\" style=\"--px16-lvksli:16px\">\n<p style=\"--commonFontFamily-18pyjv:&quot;Inter&quot;, sans-serif;--commonDesktopFontSize-df03h9:18px;--commonDesktopLineHeight-1j2516b:28px;--commonTabletFontSize-1dxj9ik:18px;--commonTabletLineHeight-xwk9uj:28px;--commonMobileFontSize-1dqmuso:18px;--commonMobileLineHeight-17gz9lh:28px;--japanFontFamily-11af4c8:&quot;Inter&quot;, &quot;Zen&quot;, sans-serif;--jaDesktopFontSize-76u8fr:18px;--jaDesktopLineHeight-1h30gj1:28px;--jaTabletFontSize-1cs8g40:18px;--jaTabletLineHeight-rwumdp:28px;--jaMobileFontSize-3ilicb:18px;--jaMobileLineHeight-a733m1:28px;--koreanFontFamily-3unuz1:&quot;Inter&quot;, &quot;Pretendard&quot;, sans-serif;--koDesktopFontSize-fozouv:18px;--koDesktopLineHeight-167f7ua:28px;--koTabletFontSize-wulysw:18px;--koTabletLineHeight-z06jhp:28px;--koMobileFontSize-hn8pa2:18px;--koMobileLineHeight-oto37y:28px;--weightDesktop-1mrfqq6:400;--weightTablet-14lx7hv:400;--weightMobile-tpweh1:400;--displayDesktop-1qdn3vd:block;--displayTablet-8oc6bv:block;--displayMobile-zsc58l:block\" class=\"css-1o3a84e-text css-rc8ylp-textFontWeight css-16w1kgb-textDisplay css-0-letterSpace\">You don&#8217;t need to change who you write for. Keep creating useful content for people, make its value easy for AI systems to recognize, and use AI agents to handle the work that scales poorly by hand.<\/p>\n<\/div>\n<\/div>\n<p><script nonce=\"M2UzODk2ZmFlMWRmMDlhZDlmNTZmNjI3ZGZjMzAyZGQ\">\n      !function(f,b,e,v,n,t,s)\n      if(f.fbq)return;n=f.fbq=function()n.callMethod?\n      n.callMethod.apply(n,arguments):n.queue.push(arguments);\n      if(!f._fbq)f._fbq=n;n.push=n;n.loaded=!0;n.version='2.0';\n      n.queue=[];t=b.createElement(e);t.async=!0;\n      t.src=v;s=b.getElementsByTagName(e)[0];\n      s.parentNode.insertBefore(t,s)(window, document,'script',\n      'https:\/\/connect.facebook.net\/en_US\/fbevents.js');\n      fbq('init', 1511271639109289);\n      fbq('track', 'PageView');\n    <\/script><br \/>\n<br \/><br \/>\n<br \/><a href=\"https:\/\/ahrefs.com\/blog\/how-to-optimize-for-ai-search\/\">Source link <\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Optimizing for AI search means improving your pages so they&#8217;re more likely to be cited by AI assistants when people ask relevant questions. It might sound like a completely new discipline. For the most part, it isn&#8217;t. Google says its AI search features still rely on its core search systems. Your content still needs to [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":3352,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[22],"tags":[],"class_list":["post-3351","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-seo"],"_links":{"self":[{"href":"https:\/\/ewebtoolz.com\/blog\/wp-json\/wp\/v2\/posts\/3351","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ewebtoolz.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ewebtoolz.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ewebtoolz.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ewebtoolz.com\/blog\/wp-json\/wp\/v2\/comments?post=3351"}],"version-history":[{"count":0,"href":"https:\/\/ewebtoolz.com\/blog\/wp-json\/wp\/v2\/posts\/3351\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ewebtoolz.com\/blog\/wp-json\/wp\/v2\/media\/3352"}],"wp:attachment":[{"href":"https:\/\/ewebtoolz.com\/blog\/wp-json\/wp\/v2\/media?parent=3351"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ewebtoolz.com\/blog\/wp-json\/wp\/v2\/categories?post=3351"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ewebtoolz.com\/blog\/wp-json\/wp\/v2\/tags?post=3351"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}