{"id":3229,"date":"2026-03-26T15:43:42","date_gmt":"2026-03-26T15:43:42","guid":{"rendered":"https:\/\/ewebtoolz.com\/blog\/what-ai-writing-tools-get-wrong-and-the-stack-i-use-instead\/"},"modified":"2026-03-26T15:43:42","modified_gmt":"2026-03-26T15:43:42","slug":"what-ai-writing-tools-get-wrong-and-the-stack-i-use-instead","status":"publish","type":"post","link":"https:\/\/ewebtoolz.com\/blog\/what-ai-writing-tools-get-wrong-and-the-stack-i-use-instead\/","title":{"rendered":"What AI Writing Tools Get Wrong (And The Stack I Use Instead)"},"content":{"rendered":"<p> <br \/>\n<\/p>\n<div id=\"\">\n<p>AI writing tools make the writing part faster, but writing was never the hard\u00a0part.<\/p>\n<p>The hard part in content marketing is the information\u2014ideas, verified facts, and reference material. And that\u2019s exactly where these tools fall\u00a0short.<\/p>\n<p>I learned this after generating 40 articles through Claude. I\u2019d tried the writing tools first, but they just couldn\u2019t handle the part that actually matters. And by \u201cAI writing tools\u201d I mean the platforms built on top of LLMs\u2014Jasper, Frase, Writesonic, that category. What I used instead was the LLM directly, with my own files and process around it.<\/p>\n<p>In this article, I\u2019m sharing the five problems I ran into and how I handle them\u00a0now.<\/p>\n<p>I\u2019m not naming the specific tools I tested. They\u2019re not bad products. If you don\u2019t have strong writing or SEO skills, or you don\u2019t have time for a more hands-on process, they\u2019re a fine choice. That content is better than no content. But if you have the skills and want to push quality, they become the ceiling, not the\u00a0floor.<\/p>\n<h2 class=\"wp-block-heading\"><a id=\"post-196211-_bs6pn9ve0aq6\"\/><\/p>\n<div class=\"post-nav-link clearfix\" id=\"section1\"><a class=\"subhead-anchor\" data-tip=\"tooltip__copielink\" rel=\"#section1\"><svg width=\"19\" height=\"19\" viewbox=\"0 0 14 14\" style=\"\"><g fill=\"none\" fill-rule=\"evenodd\"><path d=\"M0 0h14v14H0z\"\/><path d=\"M7.45 9.887l-1.62 1.621c-.92.92-2.418.92-3.338 0a2.364 2.364 0 0 1 0-3.339l1.62-1.62-1.273-1.272-1.62 1.62a4.161 4.161 0 1 0 5.885 5.884l1.62-1.62L7.45 9.886zM5.527 5.135L7.17 3.492c.92-.92 2.418-.92 3.339 0 .92.92.92 2.418 0 3.339L8.866 8.473l1.272 1.273 1.644-1.643A4.161 4.161 0 1 0 5.897 2.22L4.254 3.863l1.272 1.272zm-.66 3.998a.749.749 0 0 1 0-1.06l2.208-2.206a.749.749 0 1 1 1.06 1.06L5.928 9.133a.75.75 0 0 1-1.061 0z\" style=\"\"\/><\/g><\/svg><\/a><\/p>\n<p> 1. The research problem: AI \u201cresearch\u201d just recycles whatever\u2019s already ranking\u00a0<\/p>\n<\/div>\n<\/h2>\n<p>Most AI writing tools \u201cfact-check\u201d the content they generate by cross-referencing it against whatever ranks on Google.\u00a0 Competitor marketing pages. Outdated blog posts. Articles that copied their data from other articles. In practice, they\u2019re laundering errors through consensus\u2014if three wrong sources agree, the AI treats it as\u00a0fact.<\/p>\n<p>And that\u2019s a straight path to worldwide meta-spam.<\/p>\n<p>I mean, when I let writing tools handle research, I got wrong prices, incorrect features, and database numbers off by millions. Most of the time, it just pulled from biased sources and had no way to know they were\u00a0bad.\u00a0<\/p>\n<figure class=\"wp-block-image\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1028\" height=\"1692\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-screenshot-of-a-content-creation-tool-with-the-t.jpg\" alt=\"A screenshot of a content creation tool with the topic &quot;ahrefs alternatives&quot; and a blog post outline on SEO tool alternatives.\" class=\"wp-image-196212\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-screenshot-of-a-content-creation-tool-with-the-t.jpg 1028w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-screenshot-of-a-content-creation-tool-with-the-t-258x425.jpg 258w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-screenshot-of-a-content-creation-tool-with-the-t-768x1264.jpg 768w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-screenshot-of-a-content-creation-tool-with-the-t-933x1536.jpg 933w\" sizes=\"(max-width: 1028px) 100vw, 1028px\"\/><figcaption class=\"wp-element-caption\">Here\u2019s one writing tool trying to get information on a branded topic from competitor pages.\u00a0<\/figcaption><\/figure>\n<p>One of the tools I tested used Gemini Deep Research as the article basis. But Gemini\u2014and I suspect every other AI assistant\u2014does the same\u00a0thing.<\/p>\n<figure class=\"wp-block-image\"><noscript><img decoding=\"async\" width=\"2048\" height=\"885\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-screenshot-of-a-digital-assistants-interface-fo.jpg\" alt=\"A screenshot of a digital assistant's interface for &quot;Ahrefs Alternatives Research Plan.&quot; It lists research steps and website results.\" class=\"wp-image-196213\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-screenshot-of-a-digital-assistants-interface-fo.jpg 2048w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-screenshot-of-a-digital-assistants-interface-fo-680x294.jpg 680w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-screenshot-of-a-digital-assistants-interface-fo-768x332.jpg 768w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-screenshot-of-a-digital-assistants-interface-fo-1536x664.jpg 1536w\" sizes=\"(max-width: 2048px) 100vw, 2048px\"\/><\/noscript><img decoding=\"async\" width=\"2048\" height=\"885\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-screenshot-of-a-digital-assistants-interface-fo.jpg\" alt=\"A screenshot of a digital assistant's interface for &quot;Ahrefs Alternatives Research Plan.&quot; It lists research steps and website results.\" class=\"lazyload wp-image-196213\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-screenshot-of-a-digital-assistants-interface-fo.jpg 2048w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-screenshot-of-a-digital-assistants-interface-fo-680x294.jpg 680w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-screenshot-of-a-digital-assistants-interface-fo-768x332.jpg 768w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-screenshot-of-a-digital-assistants-interface-fo-1536x664.jpg 1536w\" data-sizes=\"(max-width: 2048px) 100vw, 2048px\"\/><figcaption class=\"wp-element-caption\">Gemini found relevant content on a branded topic, but it\u2019s also competitor content.\u00a0<\/figcaption><\/figure>\n<p>When I wrote a comparison covering eight products, I needed eight separate fact-checked documents, one per product, plus a style guide, an editing checklist, and a prompt with required elements. That\u2019s 15-20 files I needed the AI to reference throughout the process. No writing tool I tested could handle that.<\/p>\n<h3 class=\"wp-block-heading\"><a id=\"post-196211-_7lqhyhvy203b\"\/>My solution: always build your own reference files\u00a0<\/h3>\n<p>Build verified data files for every product and competitor you cover. Start with a knowledge base for your own products, in a form where you can easily generate documents from it: pricing, features, use cases, all the key numbers. I actually vibecoded a tool for\u00a0that.<\/p>\n<figure class=\"wp-block-image\"><noscript><img decoding=\"async\" width=\"1123\" height=\"734\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-screenshot-of-an-ahrefs-brand-radar-sot-document.png\" alt=\"A screenshot of an Ahrefs Brand Radar SOT document, showing &quot;Document Content&quot; and a list of &quot;Sources (11)&quot;.\" class=\"wp-image-196214\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-screenshot-of-an-ahrefs-brand-radar-sot-document.png 1123w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-screenshot-of-an-ahrefs-brand-radar-sot-document-650x425.png 650w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-screenshot-of-an-ahrefs-brand-radar-sot-document-768x502.png 768w\" sizes=\"(max-width: 1123px) 100vw, 1123px\"\/><\/noscript><img decoding=\"async\" width=\"1123\" height=\"734\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-screenshot-of-an-ahrefs-brand-radar-sot-document.png\" alt=\"A screenshot of an Ahrefs Brand Radar SOT document, showing &quot;Document Content&quot; and a list of &quot;Sources (11)&quot;.\" class=\"lazyload wp-image-196214\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-screenshot-of-an-ahrefs-brand-radar-sot-document.png 1123w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-screenshot-of-an-ahrefs-brand-radar-sot-document-650x425.png 650w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-screenshot-of-an-ahrefs-brand-radar-sot-document-768x502.png 768w\" data-sizes=\"(max-width: 1123px) 100vw, 1123px\"\/><figcaption class=\"wp-element-caption\">My vibecoded tool for product SOTs.<\/figcaption><\/figure>\n<p>If you need to feature competitors in your content, prepare documents for the parts you want referenced: their pricing pages, feature lists, limitations, etc. I downloaded competitor landing pages, took screenshots, and vibe-coded a scraper to pull pricing and features from official sources.<\/p>\n<figure class=\"wp-block-image\"><noscript><img decoding=\"async\" width=\"997\" height=\"483\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-screenshot-of-the-source-of-truth-creator-tool.png\" alt=\"A screenshot of the &quot;Source of Truth Creator&quot; tool, showing the first step &quot;Topic&quot; highlighted in a 6-step process.\" class=\"wp-image-196215\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-screenshot-of-the-source-of-truth-creator-tool.png 997w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-screenshot-of-the-source-of-truth-creator-tool-680x329.png 680w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-screenshot-of-the-source-of-truth-creator-tool-768x372.png 768w\" sizes=\"(max-width: 997px) 100vw, 997px\"\/><\/noscript><img decoding=\"async\" width=\"997\" height=\"483\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-screenshot-of-the-source-of-truth-creator-tool.png\" alt=\"A screenshot of the &quot;Source of Truth Creator&quot; tool, showing the first step &quot;Topic&quot; highlighted in a 6-step process.\" class=\"lazyload wp-image-196215\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-screenshot-of-the-source-of-truth-creator-tool.png 997w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-screenshot-of-the-source-of-truth-creator-tool-680x329.png 680w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-screenshot-of-the-source-of-truth-creator-tool-768x372.png 768w\" data-sizes=\"(max-width: 997px) 100vw, 997px\"\/><figcaption class=\"wp-element-caption\">My vibecoded tool for competitor SOTs.<\/figcaption><\/figure>\n<p>Never start any AI content project until your knowledge files are done. If your project is meant to take four weeks, use three weeks for those\u00a0files.<\/p>\n<h2 class=\"wp-block-heading\"><a id=\"post-196211-_7urpp5a5qjoe\"\/><\/p>\n<div class=\"post-nav-link clearfix\" id=\"section1\"><a class=\"subhead-anchor\" data-tip=\"tooltip__copielink\" rel=\"#section1\"><svg width=\"19\" height=\"19\" viewbox=\"0 0 14 14\" style=\"\"><g fill=\"none\" fill-rule=\"evenodd\"><path d=\"M0 0h14v14H0z\"\/><path d=\"M7.45 9.887l-1.62 1.621c-.92.92-2.418.92-3.338 0a2.364 2.364 0 0 1 0-3.339l1.62-1.62-1.273-1.272-1.62 1.62a4.161 4.161 0 1 0 5.885 5.884l1.62-1.62L7.45 9.886zM5.527 5.135L7.17 3.492c.92-.92 2.418-.92 3.339 0 .92.92.92 2.418 0 3.339L8.866 8.473l1.272 1.273 1.644-1.643A4.161 4.161 0 1 0 5.897 2.22L4.254 3.863l1.272 1.272zm-.66 3.998a.749.749 0 0 1 0-1.06l2.208-2.206a.749.749 0 1 1 1.06 1.06L5.928 9.133a.75.75 0 0 1-1.061 0z\" style=\"\"\/><\/g><\/svg><\/a><\/p>\n<p> 2. The process problem: writing tools try to one-shot your article, but good writing doesn\u2019t work that\u00a0way\u00a0<\/p>\n<\/div>\n<\/h2>\n<p>Writing tools are assembly lines: configure inputs, press generate, collect output. But writing is closer to cooking\u2014you taste at every stage, add some unplanned ingredients, or maybe turn the thing into something else.\u00a0<\/p>\n<figure class=\"wp-block-image\"><noscript><img decoding=\"async\" width=\"884\" height=\"191\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-text-message-reads-so-ive-got-this-article-a.png\" alt=\"A text message reads: &quot;so I've got this article. and i'm wondering how to remix it to post it on another platform (original goes to my blog and the other version on medium). ideas?&quot; Below a suggestion &quot;Brainstormed platform-specific repurposing strategies for content remix &gt;&lt;\/noscript&gt;&lt;img class=\" lazyload=\"\" class=\"wp-image-196216\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-text-message-reads-so-ive-got-this-article-a.png 884w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-text-message-reads-so-ive-got-this-article-a-680x147.png 680w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-text-message-reads-so-ive-got-this-article-a-768x166.png 768w\" sizes=\"(max-width: 884px) 100vw, 884px\"\/><\/noscript><\/figure>\n<p>It doesn\u2019t matter how a writing tool handles brand voice. Whether it\u2019s a dropdown, a style file, or a set of instructions, the result always needs editing. Getting our voice right took five or six rounds per article. I\u2019d read a draft back and say \u201cthat sounds like a press release\u201d or \u201cput the number first, you\u2019re burying the lead.\u201d You need a conversation for\u00a0that.<\/p>\n<p>This is also an interface problem. Editing AI-generated text means working at every level: rewriting a single sentence, restructuring a whole section, fixing a pattern across the entire article. In a chatbot, I just asked for what I wanted in plain English. Writing tools gave me fixed editing options that couldn\u2019t handle that\u00a0range.<\/p>\n<h3 class=\"wp-block-heading\"><a id=\"post-196211-_oavk0xon539d\"\/>My solution: break your process into repeatable prompts or skills\u00a0<\/h3>\n<p>Break your workflow into repeatable tasks and develop prompts for\u00a0each:<\/p>\n<ul class=\"wp-block-list\">\n<li>Fact-checking.<\/li>\n<li>Internal consistency checking.<\/li>\n<li>Style and structure enforcement.<\/li>\n<li>Product positioning enforcement.<\/li>\n<\/ul>\n<figure class=\"wp-block-image size-full\"><noscript><img decoding=\"async\" width=\"963\" height=\"515\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/image-10.png\" alt=\"An enhancer file with a prompt and product info. \" class=\"wp-image-196257\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/image-10.png 963w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/image-10-680x364.png 680w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/image-10-768x411.png 768w\" sizes=\"(max-width: 963px) 100vw, 963px\"\/><\/noscript><img decoding=\"async\" width=\"963\" height=\"515\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/image-10.png\" alt=\"An enhancer file with a prompt and product info. \" class=\"lazyload wp-image-196257\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/image-10.png 963w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/image-10-680x364.png 680w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/image-10-768x411.png 768w\" data-sizes=\"(max-width: 963px) 100vw, 963px\"\/><figcaption class=\"wp-element-caption\">Example of one of the \u201cenforcing\u201d prompts I used. It was included in a file with first-hand product information.\u00a0<\/figcaption><\/figure>\n<p>Trial and error until each prompt nails\u00a0it.<\/p>\n<p>Later on, these prompts can become your <a href=\"https:\/\/resources.anthropic.com\/hubfs\/The-Complete-Guide-to-Building-Skill-for-Claude.pdf\">Claude skills<\/a>, if\/when you decide to use automated content workflows.<\/p>\n<p>Tip: For the most important steps, I ran my prompts twice, or ran the same check through a second AI to catch anything the first one missed.<\/p>\n<h2 class=\"wp-block-heading\"><a id=\"post-196211-_jaiqhuo895m3\"\/><\/p>\n<div class=\"post-nav-link clearfix\" id=\"section1\"><a class=\"subhead-anchor\" data-tip=\"tooltip__copielink\" rel=\"#section1\"><svg width=\"19\" height=\"19\" viewbox=\"0 0 14 14\" style=\"\"><g fill=\"none\" fill-rule=\"evenodd\"><path d=\"M0 0h14v14H0z\"\/><path d=\"M7.45 9.887l-1.62 1.621c-.92.92-2.418.92-3.338 0a2.364 2.364 0 0 1 0-3.339l1.62-1.62-1.273-1.272-1.62 1.62a4.161 4.161 0 1 0 5.885 5.884l1.62-1.62L7.45 9.886zM5.527 5.135L7.17 3.492c.92-.92 2.418-.92 3.339 0 .92.92.92 2.418 0 3.339L8.866 8.473l1.272 1.273 1.644-1.643A4.161 4.161 0 1 0 5.897 2.22L4.254 3.863l1.272 1.272zm-.66 3.998a.749.749 0 0 1 0-1.06l2.208-2.206a.749.749 0 1 1 1.06 1.06L5.928 9.133a.75.75 0 0 1-1.061 0z\" style=\"\"\/><\/g><\/svg><\/a><\/p>\n<p> 3. The scale problem: writing tools treat every article as an island\u00a0<\/p>\n<\/div>\n<\/h2>\n<p>Writing tools encourage you to think about automating content at scale. Some even offer workflow features for it. But I found them frustrating in practice: hard to build, human-in-the-loop functionality is very limited, and the output drifts the more nuanced your requirements get.\u00a0<\/p>\n<p>AI assistant already solved this, and Claude Code took it to the next level. I could type \u201cscan every article for Product X\u2019s pricing and check it against the reference file\u201d and it would do it. When something needed adjusting, I just told\u00a0it.<\/p>\n<p>That\u2019s functionality that writing tools don\u2019t offer, even though the underlying LLM is capable of\u00a0it.<\/p>\n<h3 class=\"wp-block-heading\"><a id=\"post-196211-_w3zjm2kwgcjm\"\/>My solution: get used to working with Claude Code\u00a0<\/h3>\n<p>In Claude Code and OpenAI Codex, one instruction kicks off the whole process. Tt fetches SEO data, pulls from my reference files, grabs what it needs from the web, and writes the article in phases. I defined the phases, then let it run while I did something else.\u00a0<\/p>\n<figure class=\"wp-block-image\"><noscript><img decoding=\"async\" width=\"888\" height=\"480\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-log-shows-a-blog-pipeline-running-for-seed-ke.png\" alt=\"A log shows a &quot;blog-pipeline&quot; running for &quot;seed keywords&quot;, launching a &quot;research&quot; skill and a &quot;TodoWrite&quot; tool.\" class=\"wp-image-196217\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-log-shows-a-blog-pipeline-running-for-seed-ke.png 888w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-log-shows-a-blog-pipeline-running-for-seed-ke-680x368.png 680w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-log-shows-a-blog-pipeline-running-for-seed-ke-768x415.png 768w\" sizes=\"(max-width: 888px) 100vw, 888px\"\/><\/noscript><img decoding=\"async\" width=\"888\" height=\"480\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-log-shows-a-blog-pipeline-running-for-seed-ke.png\" alt=\"A log shows a &quot;blog-pipeline&quot; running for &quot;seed keywords&quot;, launching a &quot;research&quot; skill and a &quot;TodoWrite&quot; tool.\" class=\"lazyload wp-image-196217\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-log-shows-a-blog-pipeline-running-for-seed-ke.png 888w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-log-shows-a-blog-pipeline-running-for-seed-ke-680x368.png 680w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-log-shows-a-blog-pipeline-running-for-seed-ke-768x415.png 768w\" data-sizes=\"(max-width: 888px) 100vw, 888px\"\/><\/figure>\n<p>This is also where research tools plug in. <a href=\"https:\/\/ahrefs.com\/mcp\">MCP integrations like Ahrefs\u2019<\/a> let you pipe real data directly into these workflows\u2014we\u2019re experimenting with a full Claude Code pipeline where SEO research happens automatically. If your tool doesn\u2019t support MCP yet, pull the data manually. Even screenshots work, as long as you give the AI specific data to work\u00a0on.<\/p>\n<figure class=\"wp-block-image\"><noscript><img decoding=\"async\" width=\"1078\" height=\"708\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/code-snippet-for-finding-long-tail-keywords-with-p.png\" alt=\"Code snippet for finding long-tail keywords with parameters for keyword, country, selected fields, order, limit, and specific volume and word count filters.\" class=\"wp-image-196218\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/code-snippet-for-finding-long-tail-keywords-with-p.png 1078w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/code-snippet-for-finding-long-tail-keywords-with-p-647x425.png 647w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/code-snippet-for-finding-long-tail-keywords-with-p-768x504.png 768w\" sizes=\"(max-width: 1078px) 100vw, 1078px\"\/><\/noscript><img decoding=\"async\" width=\"1078\" height=\"708\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/code-snippet-for-finding-long-tail-keywords-with-p.png\" alt=\"Code snippet for finding long-tail keywords with parameters for keyword, country, selected fields, order, limit, and specific volume and word count filters.\" class=\"lazyload wp-image-196218\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/code-snippet-for-finding-long-tail-keywords-with-p.png 1078w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/code-snippet-for-finding-long-tail-keywords-with-p-647x425.png 647w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/code-snippet-for-finding-long-tail-keywords-with-p-768x504.png 768w\" data-sizes=\"(max-width: 1078px) 100vw, 1078px\"\/><\/figure>\n<h2 class=\"wp-block-heading\"><a id=\"post-196211-_yyn4tkm7pugr\"\/><\/p>\n<div class=\"post-nav-link clearfix\" id=\"section1\"><a class=\"subhead-anchor\" data-tip=\"tooltip__copielink\" rel=\"#section1\"><svg width=\"19\" height=\"19\" viewbox=\"0 0 14 14\" style=\"\"><g fill=\"none\" fill-rule=\"evenodd\"><path d=\"M0 0h14v14H0z\"\/><path d=\"M7.45 9.887l-1.62 1.621c-.92.92-2.418.92-3.338 0a2.364 2.364 0 0 1 0-3.339l1.62-1.62-1.273-1.272-1.62 1.62a4.161 4.161 0 1 0 5.885 5.884l1.62-1.62L7.45 9.886zM5.527 5.135L7.17 3.492c.92-.92 2.418-.92 3.339 0 .92.92.92 2.418 0 3.339L8.866 8.473l1.272 1.273 1.644-1.643A4.161 4.161 0 1 0 5.897 2.22L4.254 3.863l1.272 1.272zm-.66 3.998a.749.749 0 0 1 0-1.06l2.208-2.206a.749.749 0 1 1 1.06 1.06L5.928 9.133a.75.75 0 0 1-1.061 0z\" style=\"\"\/><\/g><\/svg><\/a><\/p>\n<p> 4. The economics problem: when the wrapper costs more than the engine\u00a0<\/p>\n<\/div>\n<\/h2>\n<p>A chatbot subscription costs $20 a month and gives you the latest model with no article or word limits. The writing tools I tested cost $50-200 a month, one even $2k a month, and ran older models with caps on how much you could generate. Feels like paying more for\u00a0less.<\/p>\n<p>Here\u2019s an example. To write one of the articles for the experiment, I pulled the top-cited articles for my keyword (using <a href=\"https:\/\/ahrefs.com\/brand-radar\" type=\"link\" id=\"https:\/\/ahrefs.com\/brand-radar\">Ahrefs\u2019 Brand Radar<\/a>), then had Claude go through these pages to extract the structure and use that as an outline template for content generation. Then I asked it to weave in my own ideas. Research, structure, writing\u2014all in one conversation, controlling every\u00a0stage.<\/p>\n<figure class=\"wp-block-image\"><noscript><img decoding=\"async\" width=\"2048\" height=\"1106\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-screenshot-of-a-cited-pages-dashboard-showing.jpg\" alt=\"A screenshot of a &quot;Cited pages&quot; dashboard showing a line graph with multiple lines tracking page mentions over time.\" class=\"wp-image-196219\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-screenshot-of-a-cited-pages-dashboard-showing.jpg 2048w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-screenshot-of-a-cited-pages-dashboard-showing-680x367.jpg 680w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-screenshot-of-a-cited-pages-dashboard-showing-768x415.jpg 768w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-screenshot-of-a-cited-pages-dashboard-showing-1536x830.jpg 1536w\" sizes=\"(max-width: 2048px) 100vw, 2048px\"\/><\/noscript><img decoding=\"async\" width=\"2048\" height=\"1106\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-screenshot-of-a-cited-pages-dashboard-showing.jpg\" alt=\"A screenshot of a &quot;Cited pages&quot; dashboard showing a line graph with multiple lines tracking page mentions over time.\" class=\"lazyload wp-image-196219\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-screenshot-of-a-cited-pages-dashboard-showing.jpg 2048w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-screenshot-of-a-cited-pages-dashboard-showing-680x367.jpg 680w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-screenshot-of-a-cited-pages-dashboard-showing-768x415.jpg 768w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-screenshot-of-a-cited-pages-dashboard-showing-1536x830.jpg 1536w\" data-sizes=\"(max-width: 2048px) 100vw, 2048px\"\/><\/figure>\n<p>But maybe I\u2019m wrong. Maybe a writing tool with everything on board is more your style. I\u2019ll leave it to you to decide what makes more sense economically. I don\u2019t want to tell you what to do with your money, but I know that for my needs, I\u2019m never going back to AI writing tools.<\/p>\n<p>There\u2019s also something a bit self-defeating about the AI tool ecosystem. Every time an LLM provider releases a better model, many of the tools built on top of it lose part of their reason to\u00a0exist.<\/p>\n<h3 class=\"wp-block-heading\"><a id=\"post-196211-_xki7i89etjxg\"\/>My solution: invest more in what you feed the\u00a0AI<\/h3>\n<p>Redirect time and money toward:<\/p>\n<ul class=\"wp-block-list\">\n<li><strong>Research tools that go deep.<\/strong> Rich keyword data, <a href=\"https:\/\/ahrefs.com\/blog\/search-intent\/\">search intent analysis<\/a>, <a href=\"https:\/\/ahrefs.com\/blog\/seo-competitor-analysis\/\">competitive gaps<\/a>, <a href=\"https:\/\/ahrefs.com\/blog\/brand-radar-use-cases\/#section8\">AI-preferred content formats<\/a>, etc. Writing tools bolt on a surface-level version of this. Dedicated platforms have years of infrastructure behind them (<a href=\"https:\/\/ahrefs.com\/big-data\">here\u2019s ours<\/a>).<\/li>\n<li><strong>Your editorial system.<\/strong> Prompt libraries, fact-checking workflows, style enforcement, Claude or Codex skills. The stuff that keeps your judgment in the loop at every stage. Same principle as the reference files: invest in the inputs.<\/li>\n<\/ul>\n<p>This setup also makes it easier to adapt when models change or your content needs shift. It\u2019ll click after the next section.<\/p>\n<h2 class=\"wp-block-heading\"><a id=\"post-196211-_dnp52vkwzb75\"\/><\/p>\n<div class=\"post-nav-link clearfix\" id=\"section1\"><a class=\"subhead-anchor\" data-tip=\"tooltip__copielink\" rel=\"#section1\"><svg width=\"19\" height=\"19\" viewbox=\"0 0 14 14\" style=\"\"><g fill=\"none\" fill-rule=\"evenodd\"><path d=\"M0 0h14v14H0z\"\/><path d=\"M7.45 9.887l-1.62 1.621c-.92.92-2.418.92-3.338 0a2.364 2.364 0 0 1 0-3.339l1.62-1.62-1.273-1.272-1.62 1.62a4.161 4.161 0 1 0 5.885 5.884l1.62-1.62L7.45 9.886zM5.527 5.135L7.17 3.492c.92-.92 2.418-.92 3.339 0 .92.92.92 2.418 0 3.339L8.866 8.473l1.272 1.273 1.644-1.643A4.161 4.161 0 1 0 5.897 2.22L4.254 3.863l1.272 1.272zm-.66 3.998a.749.749 0 0 1 0-1.06l2.208-2.206a.749.749 0 1 1 1.06 1.06L5.928 9.133a.75.75 0 0 1-1.061 0z\" style=\"\"\/><\/g><\/svg><\/a><\/p>\n<p> 5. The content strategy problem: writing tools give you one process for two very different jobs\u00a0<\/p>\n<\/div>\n<\/h2>\n<p>Writing tools assume all content works the same way. Feed it a keyword, get an article. But I see content splitting into two tracks in our line of work, and writing tools can\u2019t handle either one properly.<\/p>\n<p><strong>The first is searchable content.<\/strong> Product documentation, help articles, comparison pages\u2014the stuff most teams treated as a chore. It\u2019s suddenly critical because if an AI model can\u2019t ground its answer in something you published, it\u2019ll use whatever it finds. Or hallucinate. Your product documentation is your brand\u2019s voice inside every AI conversation now.<\/p>\n<p>Here\u2019s what that looks like when it works. I asked AI Mode, \u201cHow many brands can you track in Brand Radar?\u201d, and it cited our docs directly.<\/p>\n<figure class=\"wp-block-image\"><noscript><img decoding=\"async\" width=\"1360\" height=\"794\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-google-search-results-page-showing-a-query-about.png\" alt=\"A Google search results page showing a query about Ahrefs Brand Radar and its tracking capabilities.\" class=\"wp-image-196220\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-google-search-results-page-showing-a-query-about.png 1360w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-google-search-results-page-showing-a-query-about-680x397.png 680w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-google-search-results-page-showing-a-query-about-768x448.png 768w\" sizes=\"(max-width: 1360px) 100vw, 1360px\"\/><\/noscript><img decoding=\"async\" width=\"1360\" height=\"794\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-google-search-results-page-showing-a-query-about.png\" alt=\"A Google search results page showing a query about Ahrefs Brand Radar and its tracking capabilities.\" class=\"lazyload wp-image-196220\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-google-search-results-page-showing-a-query-about.png 1360w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-google-search-results-page-showing-a-query-about-680x397.png 680w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-google-search-results-page-showing-a-query-about-768x448.png 768w\" data-sizes=\"(max-width: 1360px) 100vw, 1360px\"\/><\/figure>\n<p>And here\u2019s what happens when there\u2019s a gap: no official source cited. Luckily, the fact that I asked AI mode about got mentioned in another piece, but that was almost by accident.<\/p>\n<figure class=\"wp-block-image\"><noscript><img decoding=\"async\" width=\"1359\" height=\"715\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-google-search-interface-showing-information-abou.png\" alt=\"A Google search interface showing information about accessing Ahrefs Brand Radar for free, with an answer and related results.\" class=\"wp-image-196221\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-google-search-interface-showing-information-abou.png 1359w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-google-search-interface-showing-information-abou-680x358.png 680w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-google-search-interface-showing-information-abou-768x404.png 768w\" sizes=\"(max-width: 1359px) 100vw, 1359px\"\/><\/noscript><img decoding=\"async\" width=\"1359\" height=\"715\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-google-search-interface-showing-information-abou.png\" alt=\"A Google search interface showing information about accessing Ahrefs Brand Radar for free, with an answer and related results.\" class=\"lazyload wp-image-196221\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-google-search-interface-showing-information-abou.png 1359w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-google-search-interface-showing-information-abou-680x358.png 680w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-google-search-interface-showing-information-abou-768x404.png 768w\" data-sizes=\"(max-width: 1359px) 100vw, 1359px\"\/><\/figure>\n<p><strong>The second, I think, is shareable content. <\/strong>Truly human-first content. Stuff that comes from personal experience and can\u2019t be templated. <a href=\"https:\/\/ahrefs.com\/blog\/ai-vs-made-up-brand-experiment\/\">My AI misinformation experiment<\/a> is an example: it ranked for nothing, but drove 24k visits and more social traction than I could\u00a0count.<\/p>\n<figure class=\"wp-block-image\"><noscript><img decoding=\"async\" width=\"1149\" height=\"693\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-dashboard-showing-web-analytics-for-a-blog-post-.png\" alt=\"A dashboard showing web analytics for a blog post. Key metrics include 24K total views, 20.1K unique visitors, trending daily.\" class=\"wp-image-196222\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-dashboard-showing-web-analytics-for-a-blog-post-.png 1149w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-dashboard-showing-web-analytics-for-a-blog-post--680x410.png 680w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-dashboard-showing-web-analytics-for-a-blog-post--768x463.png 768w\" sizes=\"(max-width: 1149px) 100vw, 1149px\"\/><\/noscript><img decoding=\"async\" width=\"1149\" height=\"693\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-dashboard-showing-web-analytics-for-a-blog-post-.png\" alt=\"A dashboard showing web analytics for a blog post. Key metrics include 24K total views, 20.1K unique visitors, trending daily.\" class=\"lazyload wp-image-196222\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-dashboard-showing-web-analytics-for-a-blog-post-.png 1149w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-dashboard-showing-web-analytics-for-a-blog-post--680x410.png 680w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-dashboard-showing-web-analytics-for-a-blog-post--768x463.png 768w\" data-sizes=\"(max-width: 1149px) 100vw, 1149px\"\/><\/figure>\n<h3 class=\"wp-block-heading\"><a id=\"post-196211-_a0756vnhfg3\"\/>My solution: choose flexibility over convenience<\/h3>\n<p>Both content tracks need different approaches, and AI chatbots are the only tools flexible enough to handle both. So what you need is a process for creating documentation that you can easily share with\u00a0AI.<\/p>\n<p>For searchable content, audit your product documentation and help content. If an AI model can\u2019t answer a basic question about your product using your own content, that\u2019s a gap someone else will fill, accidentally or deliberately.<\/p>\n<p>You can chat with the most popular AI assistants to spot holes, or set up tracking in a tool like <a href=\"https:\/\/ahrefs.com\/brand-radar\">Ahrefs Brand Radar<\/a> to do it at\u00a0scale.<\/p>\n<figure class=\"wp-block-image\"><noscript><img decoding=\"async\" width=\"1230\" height=\"734\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-screenshot-of-a-tracked-prompts-interface-sho.png\" alt=\"A screenshot of a &quot;Tracked prompts&quot; interface, showing 40 results. Prompts are for AI search, brand tracking, and content.\" class=\"wp-image-196223\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-screenshot-of-a-tracked-prompts-interface-sho.png 1230w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-screenshot-of-a-tracked-prompts-interface-sho-680x406.png 680w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-screenshot-of-a-tracked-prompts-interface-sho-768x458.png 768w\" sizes=\"(max-width: 1230px) 100vw, 1230px\"\/><\/noscript><img decoding=\"async\" width=\"1230\" height=\"734\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-screenshot-of-a-tracked-prompts-interface-sho.png\" alt=\"A screenshot of a &quot;Tracked prompts&quot; interface, showing 40 results. Prompts are for AI search, brand tracking, and content.\" class=\"lazyload wp-image-196223\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-screenshot-of-a-tracked-prompts-interface-sho.png 1230w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-screenshot-of-a-tracked-prompts-interface-sho-680x406.png 680w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-screenshot-of-a-tracked-prompts-interface-sho-768x458.png 768w\" data-sizes=\"(max-width: 1230px) 100vw, 1230px\"\/><figcaption class=\"wp-element-caption\">Adding custom prompts in Brand\u00a0Radar.<\/figcaption><\/figure>\n<figure class=\"wp-block-image\"><noscript><img decoding=\"async\" width=\"1222\" height=\"820\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-search-engine-interface-displaying-a-step-by-ste.jpg\" alt=\"A search engine interface displaying a step-by-step guide on how to determine AI brand associations in Ahrefs.\" class=\"wp-image-196224\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-search-engine-interface-displaying-a-step-by-ste.jpg 1222w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-search-engine-interface-displaying-a-step-by-ste-633x425.jpg 633w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-search-engine-interface-displaying-a-step-by-ste-768x515.jpg 768w\" sizes=\"(max-width: 1222px) 100vw, 1222px\"\/><\/noscript><img decoding=\"async\" width=\"1222\" height=\"820\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-search-engine-interface-displaying-a-step-by-ste.jpg\" alt=\"A search engine interface displaying a step-by-step guide on how to determine AI brand associations in Ahrefs.\" class=\"lazyload wp-image-196224\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-search-engine-interface-displaying-a-step-by-ste.jpg 1222w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-search-engine-interface-displaying-a-step-by-ste-633x425.jpg 633w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-search-engine-interface-displaying-a-step-by-ste-768x515.jpg 768w\" data-sizes=\"(max-width: 1222px) 100vw, 1222px\"\/><figcaption class=\"wp-element-caption\">AI\u2019s answer to a custom prompt, including citations.<\/figcaption><\/figure>\n<p>For shareable content, build an idea pipeline. Start a scrapbook. Store ideas, facts, quotes, social posts, newsletter excerpts, and anything you might want to give AI access to\u00a0later.<\/p>\n<p>You can use Notion, Evernote, whatever suits you. But consider vibecoding a custom tool, like my colleague <a href=\"https:\/\/www.linkedin.com\/in\/louise-linehan\/\">Louise<\/a>. That way, you can bake in features like an \u201cexample finder\u201d that surfaces relevant support for claims in your writing, or just generates content ideas from your material on the\u00a0spot.<\/p>\n<figure class=\"wp-block-image\"><noscript><img decoding=\"async\" width=\"1502\" height=\"862\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-screenshot-of-a-web-application-for-creating-and.jpg\" alt=\"A screenshot of a web application for creating and discovering content, showing a draft article on &quot;retrieval-augmented generation (RAG)&quot; and a sidebar with suggested content examples.\" class=\"wp-image-196225\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-screenshot-of-a-web-application-for-creating-and.jpg 1502w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-screenshot-of-a-web-application-for-creating-and-680x390.jpg 680w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-screenshot-of-a-web-application-for-creating-and-768x441.jpg 768w\" sizes=\"(max-width: 1502px) 100vw, 1502px\"\/><\/noscript><img decoding=\"async\" width=\"1502\" height=\"862\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-screenshot-of-a-web-application-for-creating-and.jpg\" alt=\"A screenshot of a web application for creating and discovering content, showing a draft article on &quot;retrieval-augmented generation (RAG)&quot; and a sidebar with suggested content examples.\" class=\"lazyload wp-image-196225\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-screenshot-of-a-web-application-for-creating-and.jpg 1502w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-screenshot-of-a-web-application-for-creating-and-680x390.jpg 680w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-screenshot-of-a-web-application-for-creating-and-768x441.jpg 768w\" data-sizes=\"(max-width: 1502px) 100vw, 1502px\"\/><figcaption class=\"wp-element-caption\">Example-finding feature.<\/figcaption><\/figure>\n<figure class=\"wp-block-image\"><noscript><img decoding=\"async\" width=\"1375\" height=\"1363\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-digital-scrapbook-interface-displays-saved-ideas.jpg\" alt=\"A digital scrapbook interface displays saved ideas, organized by topic, with options to filter, edit, and export content.\" class=\"wp-image-196226\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-digital-scrapbook-interface-displays-saved-ideas.jpg 1375w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-digital-scrapbook-interface-displays-saved-ideas-429x425.jpg 429w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-digital-scrapbook-interface-displays-saved-ideas-768x761.jpg 768w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-digital-scrapbook-interface-displays-saved-ideas-120x120.jpg 120w\" sizes=\"(max-width: 1375px) 100vw, 1375px\"\/><\/noscript><img decoding=\"async\" width=\"1375\" height=\"1363\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-digital-scrapbook-interface-displays-saved-ideas.jpg\" alt=\"A digital scrapbook interface displays saved ideas, organized by topic, with options to filter, edit, and export content.\" class=\"lazyload wp-image-196226\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-digital-scrapbook-interface-displays-saved-ideas.jpg 1375w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-digital-scrapbook-interface-displays-saved-ideas-429x425.jpg 429w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-digital-scrapbook-interface-displays-saved-ideas-768x761.jpg 768w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-digital-scrapbook-interface-displays-saved-ideas-120x120.jpg 120w\" data-sizes=\"(max-width: 1375px) 100vw, 1375px\"\/><figcaption class=\"wp-element-caption\">Idea-generating feature.<\/figcaption><\/figure>\n<p>Another idea: set up an AI agent that scours the web for content ideas on a schedule. I built one with Relay that goes through LinkedIn and Reddit conversations (fair use) every 7 days. It helped me stay on top of all the new content coming out faster than ever and stay\u00a0sane.<\/p>\n<figure class=\"wp-block-image\"><noscript><img decoding=\"async\" width=\"1037\" height=\"563\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-white-spreadsheet-lists-blog-post-ideas-across-2.png\" alt=\"A white spreadsheet lists blog post ideas across 24 rows and 4 columns: Name, Summary, Why trending, and Blog post idea.\" class=\"wp-image-196227\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-white-spreadsheet-lists-blog-post-ideas-across-2.png 1037w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-white-spreadsheet-lists-blog-post-ideas-across-2-680x369.png 680w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-white-spreadsheet-lists-blog-post-ideas-across-2-768x417.png 768w\" sizes=\"(max-width: 1037px) 100vw, 1037px\"\/><\/noscript><img decoding=\"async\" width=\"1037\" height=\"563\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-white-spreadsheet-lists-blog-post-ideas-across-2.png\" alt=\"A white spreadsheet lists blog post ideas across 24 rows and 4 columns: Name, Summary, Why trending, and Blog post idea.\" class=\"lazyload wp-image-196227\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-white-spreadsheet-lists-blog-post-ideas-across-2.png 1037w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-white-spreadsheet-lists-blog-post-ideas-across-2-680x369.png 680w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/a-white-spreadsheet-lists-blog-post-ideas-across-2-768x417.png 768w\" data-sizes=\"(max-width: 1037px) 100vw, 1037px\"\/><\/figure>\n<p>If you want to keep a <em>constant<\/em> pulse on new content in your space, try our new tool, <a href=\"https:\/\/firehose.com\/\" type=\"link\" id=\"https:\/\/firehose.com\/\">Firehose<\/a>. It streams the web in real time on any topic you define, with advanced filtering. You describe what you\u2019re looking for in natural language, and it\u2019s ready to go. You can also connect it to your AI agents through the <a href=\"https:\/\/firehose.com\/api-docs\/\">API<\/a>.<\/p>\n<figure class=\"wp-block-image size-full\"><noscript><img decoding=\"async\" width=\"733\" height=\"938\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/image-11.png\" alt=\"Setting up filtering rules in Firehose. \" class=\"wp-image-196258\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/image-11.png 733w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/image-11-332x425.png 332w\" sizes=\"(max-width: 733px) 100vw, 733px\"\/><\/noscript><img decoding=\"async\" width=\"733\" height=\"938\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/image-11.png\" alt=\"Setting up filtering rules in Firehose. \" class=\"lazyload wp-image-196258\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/image-11.png 733w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/03\/image-11-332x425.png 332w\" data-sizes=\"(max-width: 733px) 100vw, 733px\"\/><\/figure>\n<h2 class=\"wp-block-heading\"><a id=\"post-196211-_xlfu5lfdz8wn\"\/>Final thoughts<\/h2>\n<p>If you take one thing from this article, it\u2019s: invest in what you feed the AI, not in the tool that generates from it. Build your source-of-truth files before you write a single word. Keep your judgment in the loop\u2014use conversations, not buttons. Spend on inputs, not wrappers. Use coding-capable AI to maintain your content at\u00a0scale.<\/p>\n<p>The people producing the best AI-assisted content in a year\u2019s time will be working from better information and better judgment. I suspect some teams are already there. I think we\u2019ll all be more knowledge curators than writers in the traditional sense.<\/p>\n<p>The full breakdown of the 40-article experiment I mentioned in the intro is coming in a separate piece.<\/p>\n<p>Thanks for reading! If you have any questions or comments, let me know on <a href=\"https:\/\/www.linkedin.com\/in\/mateusz-makosiewicz\/\">LinkedIn<\/a>.<\/p>\n<\/p><\/div>\n<p><script>!function(f,b,e,v,n,t,s)\nif(f.fbq)return;n=f.fbq=function()n.callMethod?n.callMethod.apply(n,arguments):n.queue.push(arguments);if(!f._fbq)f._fbq=n;n.push=n;n.loaded=!0;n.version='2.0';n.queue=[];t=b.createElement(e);t.async=!0;t.src=v;s=b.getElementsByTagName(e)[0];s.parentNode.insertBefore(t,s)(window,document,'script','https:\/\/connect.facebook.net\/en_US\/fbevents.js');fbq('init','1511271639109289');fbq('track','PageView');<\/script><br \/>\n<br \/><br \/>\n<br \/><a href=\"https:\/\/ahrefs.com\/blog\/what-ai-writing-tools-get-wrong-and-the-stack-i-use\/\">Source link <\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>AI writing tools make the writing part faster, but writing was never the hard\u00a0part. The hard part in content marketing is the information\u2014ideas, verified facts, and reference material. And that\u2019s exactly where these tools fall\u00a0short. I learned this after generating 40 articles through Claude. I\u2019d tried the writing tools first, but they just couldn\u2019t handle [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":3230,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[22],"tags":[],"class_list":["post-3229","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\/3229","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=3229"}],"version-history":[{"count":0,"href":"https:\/\/ewebtoolz.com\/blog\/wp-json\/wp\/v2\/posts\/3229\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ewebtoolz.com\/blog\/wp-json\/wp\/v2\/media\/3230"}],"wp:attachment":[{"href":"https:\/\/ewebtoolz.com\/blog\/wp-json\/wp\/v2\/media?parent=3229"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ewebtoolz.com\/blog\/wp-json\/wp\/v2\/categories?post=3229"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ewebtoolz.com\/blog\/wp-json\/wp\/v2\/tags?post=3229"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}