{"id":201145,"date":"2026-07-14T10:23:28","date_gmt":"2026-07-14T15:23:28","guid":{"rendered":"https:\/\/ahrefs.com\/blog\/?p=201145"},"modified":"2026-07-14T10:23:28","modified_gmt":"2026-07-14T15:23:28","slug":"letaido-for-aeo","status":"publish","type":"post","link":"https:\/\/ahrefs.com\/blog\/letaido-for-aeo\/","title":{"rendered":"6 Ways to Automate AEO With Letaido"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><\/p><div class=\"intro-txt\">AI assistants are now a discovery channel. People who used to type a query into Google now have the option to ask ChatGPT, Claude, Gemini, Perplexity, or Copilot instead. And the answer they get back names a few brands, cites a few sources, and moves&nbsp;on.<\/div>&nbsp;\n\n\n\n<p class=\"wp-block-paragraph\">If you\u2019re one of the named brands, you win. If you\u2019re not, you never knew the conversation happened.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Optimizing for that is called <a href=\"https:\/\/ahrefs.com\/blog\/answer-engine-optimization\/\">AEO<\/a> (or if you prefer, <a href=\"https:\/\/ahrefs.com\/blog\/geo-generative-engine-optimization\/\">GEO<\/a>.) This is now part of SEO and\/or the marketing team\u2019s responsibility.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The unfortunate problem is that it\u2019s relentless. The answers shift weekly if not daily. The answers vary by model, by country, by phrasing. In fact, the same prompt <a href=\"https:\/\/sparktoro.com\/blog\/new-research-ais-are-highly-inconsistent-when-recommending-brands-or-products-marketers-should-take-care-when-tracking-ai-visibility\/\">generates different brands in different lists all the time<\/a>.<\/p>\n\n\n\n<figure class=\"wp-block-image\">\n<div id=\"attachment_201146\" style=\"width: 1290px\" class=\"wp-caption alignnone\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-201146\" class=\"wp-image-201146\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/07\/bar-chart-showing-ai-tool-consistency-when-present.png\" alt=\"Bar chart showing AI tool consistency when presenting brand lists. ChatGPT, Claude, and Google AI are compared.\" width=\"1280\" height=\"720\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/07\/bar-chart-showing-ai-tool-consistency-when-present.png 1280w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/07\/bar-chart-showing-ai-tool-consistency-when-present-680x383.png 680w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/07\/bar-chart-showing-ai-tool-consistency-when-present-768x432.png 768w\" sizes=\"auto, (max-width: 1280px) 100vw, 1280px\"><p id=\"caption-attachment-201146\" class=\"wp-caption-text\">AI assistants are highly inconsistent when it comes to recommending brands or products. Recommendations change every time you ask the same question.<\/p><\/div>\n<\/figure>\n\n\n\n\n\n<p class=\"wp-block-paragraph\">A competitor you\u2019ve never heard of could start getting cited and you only find out a month later. Or somewhere in a Reddit thread that an LLM keeps quoting, your pricing is&nbsp;wrong.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">None of this trips an alarm. But you need someone checking, on a schedule, regularly. It doesn\u2019t have to be you. It just needs to ping you when something\u2019s worth your attention.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This is the part of AEO you can hand to Letaido.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Here are some of the best use cases you can get started with.<\/p>\n<div class=\"recommendation\"><div class=\"recommendation-title\">What is Letaido?<\/div><div class=\"recommendation-content\">\n\n\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/ahrefs.com\/agent-a\">Letaido<\/a> is a marketing agent from Ahrefs\u2014an AI assistant with direct access to the full Ahrefs dataset that can carry out marketing tasks autonomously, rather than just answer questions.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1648\" height=\"1168\" class=\"wp-image-201147\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/07\/a-screenshot-of-a-digital-conversation-one-bubble.jpg\" alt=\"A screenshot of a digital conversation. One bubble says, &quot;Build a \/vs\/ page strategy for us versus competitors.&quot; Another bubble says, &quot;17 templated briefs ticketed in Linear.&quot; Below this is a card titled &quot;Programmatic \/vs\/ pages&quot; with &quot;17 briefs&quot; next to it. Three bullet points list &quot;acme vs notion,&quot; &quot;acme vs airtable,&quot; and &quot;acme vs monday.&quot; It concludes with &quot;+ 14 more drafted by Agent A.&quot;\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/07\/a-screenshot-of-a-digital-conversation-one-bubble.jpg 1648w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/07\/a-screenshot-of-a-digital-conversation-one-bubble-600x425.jpg 600w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/07\/a-screenshot-of-a-digital-conversation-one-bubble-768x544.jpg 768w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/07\/a-screenshot-of-a-digital-conversation-one-bubble-1536x1089.jpg 1536w\" sizes=\"auto, (max-width: 1648px) 100vw, 1648px\"><\/figure>\n\n\n\n\n\n<p class=\"wp-block-paragraph\">Letaido includes:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Unrestricted access to Ahrefs endpoints<\/strong>. Every endpoint we use to build Ahrefs is available, including many you cannot reach via API or&nbsp;MCP.<\/li>\n\n\n\n<li><strong>Serious tech stack underneath<\/strong>. Postgres for state, Flask for UIs, an OpenRouter proxy with 300+ models, web fetch with full-page parsing, PDFs, OCR, scheduled jobs.<\/li>\n\n\n\n<li><strong>Native connectors to marketing tools<\/strong>. Slack, HubSpot, GitHub, Notion, Linear, Mailchimp, Resend, SendGrid, Stripe, Gong, WordPress, Airtable, Apify, and even Semrush.<\/li>\n\n\n\n<li><strong>Expert skill library<\/strong>. The Ahrefs team has contributed pre-built marketing skills and applications that encode how we actually work.<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><a id=\"post-201145-_pm7v45qozsu6\"><\/a><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><div class=\"link-text\" data-anchor=\"1. Discover the prompts worth winning\" data-section=\"discover-prompts\"> 1. Discover the prompts worth winning&nbsp;<\/div><\/div><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">When you do keyword research, your goal is to find what people typed into Google\u2019s search box.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/ahrefs.com\/blog\/answer-engine-optimization\/\">AEO<\/a> is the same-same-but-different job: you\u2019re trying to figure out which prompts and questions people now put to an assistant, and which ones are worth winning.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Unfortunately, you can\u2019t measure prompt volume directly. But you can estimate it.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Here\u2019s how:<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1909\" height=\"2048\" class=\"wp-image-201148\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/07\/aeo-prompt-explorer-dashboard-with-prompts-demand.jpg\" alt=\"AEO Prompt Explorer dashboard with prompts, demand, themes, and priority scores for SEO topics.\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/07\/aeo-prompt-explorer-dashboard-with-prompts-demand.jpg 1909w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/07\/aeo-prompt-explorer-dashboard-with-prompts-demand-396x425.jpg 396w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/07\/aeo-prompt-explorer-dashboard-with-prompts-demand-768x824.jpg 768w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/07\/aeo-prompt-explorer-dashboard-with-prompts-demand-1432x1536.jpg 1432w\" sizes=\"auto, (max-width: 1909px) 100vw, 1909px\"><\/figure>\n\n\n\n\n\n<p class=\"wp-block-paragraph\">Give Letaido a few seed topics and it uses <a href=\"https:\/\/ahrefs.com\/brand-radar\">Brand Radar<\/a> to surface the real prompts and questions people ask in your niche, then pulls the search demand behind each one as a proxy for how often it\u2019s&nbsp;asked.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Since raw search volume overstates prompt demand (because <a href=\"https:\/\/chatgpt-vs-google.com\/\">fewer people use each AI assistant than Google<\/a>), Letaido scales each prompt\u2019s demand by the assistant\u2019s user base relative to Google Search.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">For example, if ChatGPT has roughly 30% of Google\u2019s users, a prompt\u2019s Google volume is weighted by ~0.3 to reflect its real AI demand.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">What comes back is a prioritized map of prompts, ranked by the search demand behind each one (a rough proxy) and how commercial the intent is.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">You end up with a shortlist of the prompts that actually matter in your space, instead of guessing.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p><div class=\"recommendation\"><div class=\"recommendation-title\">Starter prompt<\/div><div class=\"recommendation-content\">\n\n\n\n<p class=\"wp-block-paragraph\">Build me an AEO prompt-discovery tool. Input: a few seed topics. (1) Use Ahrefs Brand Radar to surface the real questions people ask in this niche and pull their search demand; (2) cross-check volume and intent against Keywords Explorer; (3) score each prompt by search demand (as a proxy for prompt demand) \u00d7 commercial intent; (4) cluster the prompts into themes. Output a ranked prompt map in a table I can export, with volume, intent, and theme per prompt.<\/p>\n<\/div><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><a id=\"post-201145-_lgpibv9galev\"><\/a><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><div class=\"link-text\" data-anchor=\"2. Measure your share of voice across every major AI platform\" data-section=\"measure-your\"> 2. Measure your share of voice across every major AI platform&nbsp;<\/div><\/div><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Everyone wants to know \u201care we showing up in ChatGPT?\u201d<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">But the thing is: it\u2019s different for every platform. Even if you\u2019re showing up on ChatGPT, it doesn\u2019t mean you\u2019re doing the same for <a href=\"https:\/\/ahrefs.com\/blog\/google-ai-overviews\/\">AI Overviews<\/a>, AI Mode, and&nbsp;more.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Here\u2019s how to see your real share of&nbsp;voice.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1984\" height=\"2048\" class=\"wp-image-201149\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/07\/a-report-titled-ai-share-of-voice-it-shows-ahre.jpg\" alt=\"A report titled &quot;AI Share of Voice&quot;. It shows Ahrefs' performance in AI search results against competitors, including statistics on overall share, platform-specific wins, and detailed prompt-specific results.\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/07\/a-report-titled-ai-share-of-voice-it-shows-ahre.jpg 1984w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/07\/a-report-titled-ai-share-of-voice-it-shows-ahre-412x425.jpg 412w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/07\/a-report-titled-ai-share-of-voice-it-shows-ahre-768x793.jpg 768w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/07\/a-report-titled-ai-share-of-voice-it-shows-ahre-1488x1536.jpg 1488w\" sizes=\"auto, (max-width: 1984px) 100vw, 1984px\"><\/figure>\n\n\n\n\n\n<p class=\"wp-block-paragraph\">Ask Letaido to measure your real share of voice across the assistants that matter to you (e.g., ChatGPT, Google AI Overviews, <a href=\"https:\/\/ahrefs.com\/blog\/google-ai-mode\/\">AI Mode<\/a>, Gemini, etc.). It runs your priority prompts through Brand Radar, counts how often each answer mentions or recommends you versus your named competitors, and breaks it down prompt by prompt so you can see exactly which ones you win and which you&nbsp;lose.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The output is a scoreboard: your share of voice per platform, the prompts where you\u2019re absent, and the competitors eating your&nbsp;share.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Starter prompt:<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p><div class=\"recommendation\"><div class=\"recommendation-title\">Starter prompt<\/div><div class=\"recommendation-content\">\n<p>Build me an AI share-of-voice tracker. For my list of priority prompts and named competitors, use Ahrefs Brand Radar to measure my share of voice across ChatGPT, Perplexity, Gemini, Copilot, Grok, and Google AI Overviews\/AI Mode. Break it down per platform and per prompt: where I\u2019m mentioned, where I\u2019m recommended, where I\u2019m absent, and which competitor wins instead. Log the weekly totals so I can track the trend, and only ever show my share relative to my named competitors.<\/p>\n<\/div><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><a id=\"post-201145-_5cfzsypktr5d\"><\/a><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><div class=\"link-text\" data-anchor=\"3. Find the sources that cite your competitors instead of you\" data-section=\"find-sources\"> 3. Find the sources that cite your competitors instead of&nbsp;you&nbsp;<\/div><\/div><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">When an assistant recommends a competitor instead of you, it\u2019s because it trusted specific sources. Those sources aren\u2019t a mystery. They\u2019re listed, right there in the citations.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ask Letaido to reverse engineer them.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"2048\" height=\"2039\" class=\"wp-image-201150\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/07\/a-report-showing-citation-source-finder-for-ahre.jpg\" alt=\"A report showing &quot;Citation Source Finder&quot; for Ahrefs. It details most-cited sources, opportunities, and a target list with metrics.\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/07\/a-report-showing-citation-source-finder-for-ahre.jpg 2048w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/07\/a-report-showing-citation-source-finder-for-ahre-427x425.jpg 427w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/07\/a-report-showing-citation-source-finder-for-ahre-768x765.jpg 768w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/07\/a-report-showing-citation-source-finder-for-ahre-1536x1529.jpg 1536w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/07\/a-report-showing-citation-source-finder-for-ahre-120x120.jpg 120w\" sizes=\"auto, (max-width: 2048px) 100vw, 2048px\"><\/figure>\n\n\n\n\n\n<p class=\"wp-block-paragraph\">For the prompts you care about, it uses Brand Radar to pull the exact domains and pages AI cites when it answers \u2014 the review sites, the listicles, the docs, the forum threads \u2014 and ranks them by how often they\u2019re cited and how much authority they&nbsp;carry.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Now you have a target list: earn your way into those specific sources (a mention, a listing, a correction, a guest piece) and you change what AI says next&nbsp;time.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This is where a lot of AEO work actually happens, because most brand mentions that shape AI answers come from other websites, not&nbsp;yours.<\/p>\n<div class=\"further-reading\"><div class=\"reading-title\">Further reading<\/div><div class=\"reading-content\">\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/ahrefs.com\/blog\/ai-brand-visibility-correlations\/\">Top Brand Visibility Factors in ChatGPT, AI Mode, and AI Overviews (75k Brands Studied)<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/ahrefs.com\/blog\/monitor-youtube-video-mentions\/\">How to Monitor Your YouTube Video Mentions<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/ahrefs.com\/blog\/reddit-seo\/\">How to Use Reddit for SEO (The Right&nbsp;Way)<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/ahrefs.com\/blog\/ai-visibility-audit\/\">AI Visibility Audit: How to Measure Your Brand\u2019s Presence in AI Search<\/a><\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p><div class=\"recommendation\"><div class=\"recommendation-title\">Starter prompt<\/div><div class=\"recommendation-content\">\n\n\n\n<p class=\"wp-block-paragraph\">Build me a citation-source finder. For my priority prompts, use Ahrefs Brand Radar to pull the exact domains and pages AI platforms cite when recommending my competitors. Rank them by citation frequency and authority, mark which ones already mention me vs. don\u2019t, and label each with the play to earn in (get listed, get reviewed, request a correction, pitch a contribution). Output a prioritized outreach list.<\/p>\n<\/div><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><a id=\"post-201145-_36r77ruy43u\"><\/a><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><div class=\"link-text\" data-anchor=\"4. Build a sentiment tracker for your brand\" data-section=\"build-sentiment\"> 4. Build a sentiment tracker for your&nbsp;brand&nbsp;<\/div><\/div><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Assistants don\u2019t just decide whether to mention you. They also decide how to frame you. And that framing shifts constantly across platforms and prompts. You want a standing read on whether AI talks about your brand positively, neutrally, or negatively, and where the negative framing is concentrated.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Here\u2019s how you can get Letaido to handle it.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1528\" height=\"2048\" class=\"wp-image-201151\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/07\/a-sentiment-analysis-report-titled-ai-sentiment-t.png\" alt=\"A sentiment analysis report titled &quot;AI Sentiment Tracer,&quot; detailing negative and mixed findings about an SEO tool.\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/07\/a-sentiment-analysis-report-titled-ai-sentiment-t.png 1528w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/07\/a-sentiment-analysis-report-titled-ai-sentiment-t-317x425.png 317w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/07\/a-sentiment-analysis-report-titled-ai-sentiment-t-768x1029.png 768w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/07\/a-sentiment-analysis-report-titled-ai-sentiment-t-1146x1536.png 1146w\" sizes=\"auto, (max-width: 1528px) 100vw, 1528px\"><\/figure>\n\n\n\n\n\n<p class=\"wp-block-paragraph\">Get Letaido to pull the full text of every AI answer about you from Brand Radar, score the sentiment, and track the totals over time. The output is a scoreboard: your share of positive versus negative framing per platform, the prompts where the framing is worst, and the trend as it moves week to&nbsp;week.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This is the standing audit that tells you whether you have a perception problem and&nbsp;where.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Then follow <a href=\"https:\/\/ahrefs.com\/blog\/audit-brand-mentions\/\">Despina\u2019s guide on auditing brand mentions<\/a> to learn what to do&nbsp;next.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p><div class=\"recommendation\"><div class=\"recommendation-title\">Starter prompt<\/div><div class=\"recommendation-content\">\n\n\n\n<p class=\"wp-block-paragraph\">Build me a negative-sentiment tracer. Use Ahrefs Brand Radar to pull the full answer text, prompt, and cited sources for every AI mention of my brand across platforms. Run sentiment analysis on each answer, keep the negative ones, and for each: quote the line, name the triggering prompt, and identify the cited source most likely responsible. Log them to Airtable sorted by severity, and re-run weekly so I can watch issues clear as I fix the sources.<\/p>\n<\/div><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><a id=\"post-201145-_8tlld79mqbz2\"><\/a><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><div class=\"link-text\" data-anchor=\"5. Catch AI making things up about your brand\" data-section=\"catch-making\"> 5. Catch AI making things up about your&nbsp;brand&nbsp;<\/div><\/div><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Assistants hallucinate confidently. They\u2019ll claim you have a feature you killed two years ago, quote a price that was never real, or attribute a competitor\u2019s integration to you\u2026. in fluent, authoritative prose<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Left alone, that becomes what thousands of buyers believe.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"2048\" height=\"995\" class=\"wp-image-201152\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/07\/a-google-search-result-for-ahrefs-api-pricing-sh.jpg\" alt=\"A Google search result for &quot;ahrefs api pricing&quot; showing a summary of Ahrefs API pricing tiers and an enterprise plan.\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/07\/a-google-search-result-for-ahrefs-api-pricing-sh.jpg 2048w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/07\/a-google-search-result-for-ahrefs-api-pricing-sh-680x330.jpg 680w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/07\/a-google-search-result-for-ahrefs-api-pricing-sh-768x373.jpg 768w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/07\/a-google-search-result-for-ahrefs-api-pricing-sh-1536x746.jpg 1536w\" sizes=\"auto, (max-width: 2048px) 100vw, 2048px\"><\/figure>\n\n\n\n\n\n<p class=\"wp-block-paragraph\">Give Letaido your ground truth: your docs, your pricing page, your feature list, etc. Then get it to fact-check the AI assistants by pulling every AI answer about you from Brand Radar, check each factual claim against your source of truth, and flag the fabrications.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">For each one, it traces the cited source that likely seeded it, so you know whether to fix a page, request a correction, or feed a better signal.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1676\" height=\"2048\" class=\"wp-image-201153\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/07\/a-document-titled-ai-hallucination-catcher-showi.png\" alt=\"A document titled &quot;AI Hallucination Catcher&quot; showing fact-check results for AI claims about Ahrefs, with details on fabricated, outdated, and accurate claims, and their sources.\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/07\/a-document-titled-ai-hallucination-catcher-showi.png 1676w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/07\/a-document-titled-ai-hallucination-catcher-showi-348x425.png 348w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/07\/a-document-titled-ai-hallucination-catcher-showi-768x938.png 768w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/07\/a-document-titled-ai-hallucination-catcher-showi-1257x1536.png 1257w\" sizes=\"auto, (max-width: 1676px) 100vw, 1676px\"><\/figure>\n\n\n\n\n\n<p class=\"wp-block-paragraph\">The result is a list of things AI is wrong about you, each with the receipt.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p><div class=\"recommendation\"><div class=\"recommendation-title\">Starter prompt<\/div><div class=\"recommendation-content\">\n\n\n\n<p class=\"wp-block-paragraph\">Build me an AI hallucination catcher. Inputs: my source-of-truth docs (pricing, feature list, product pages) and my brand. Use Ahrefs Brand Radar to pull every AI answer about me across platforms, extract each factual claim, and check it against my docs. Flag every claim that\u2019s false or outdated, quote it, show the contradicting ground truth, and trace the cited source that most likely caused it. Output a fix list grouped by source so I can correct the worst offenders first.<\/p>\n<\/div><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><a id=\"post-201145-_9wphmtqqp86k\"><\/a><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><div class=\"link-text\" data-anchor=\"6. Build an AI visibility report your boss will read\" data-section=\"build-visibility\"> 6. Build an AI visibility report your boss will&nbsp;read&nbsp;<\/div><\/div><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Every AEO program eventually has to justify itself to someone who doesn\u2019t care about citations, only outcomes. That report is tedious to assemble by hand and easy to put off, so it never gets&nbsp;made.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Get Letaido to write&nbsp;it.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"2048\" height=\"1863\" class=\"wp-image-201154\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/07\/an-ai-visibility-report-for-july-2026-summarizing.png\" alt=\"An AI Visibility Report for July 2026, summarizing AI share of voice, referral traffic, citations, and GSC clicks.\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/07\/an-ai-visibility-report-for-july-2026-summarizing.png 2048w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/07\/an-ai-visibility-report-for-july-2026-summarizing-467x425.png 467w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/07\/an-ai-visibility-report-for-july-2026-summarizing-768x699.png 768w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/07\/an-ai-visibility-report-for-july-2026-summarizing-1536x1397.png 1536w\" sizes=\"auto, (max-width: 2048px) 100vw, 2048px\"><\/figure>\n\n\n\n\n\n<p class=\"wp-block-paragraph\">On a schedule, it stitches together your AI share of voice and citation trends from Brand Radar, your search performance from Search Console, and your AI assistant referral traffic from Web Analytics into one client-ready monthly narrative.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">KPI tiles, month-over-month movement, the prompts you gained and lost, and a short written summary a non-specialist can follow.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p><div class=\"recommendation\"><div class=\"recommendation-title\">Starter prompt<\/div><div class=\"recommendation-content\">\n\n\n\n<p class=\"wp-block-paragraph\">Build me a monthly AI-visibility report. On the 1st, pull my AI share of voice and citation trends from Ahrefs Brand Radar (ChatGPT, Perplexity, Gemini, Copilot, Google AI Overviews\/AI Mode), my Search Console performance, and my AI-assistant referral traffic from Ahrefs Web Analytics. Compose KPI tiles, month-over-month deltas, prompts gained\/lost, and a plain-English summary into one shareable report, and post a link to my #marketing Slack channel.<\/p>\n<\/div><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><a id=\"post-201145-_539iiiip5x2f\"><\/a>Final thoughts<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AEO isn\u2019t a project you finish. The answers move every week, and the defense is having something watching when you\u2019re not.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">That\u2019s the real unlock here: Get Letaido to run all of these on a schedule and ping you when a competitor starts winning a prompt, when your pricing shows up wrong, and when sentiment slips.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">If you\u2019re an Ahrefs customer, you can <a href=\"https:\/\/ahrefs.com\/agent-a\">try Letaido for free for one month<\/a>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Paste a starter prompt into a fresh workspace and you\u2019ll have the first version running today. Then refine and customise it to your desired workflow. You\u2019ll have your personal AEO tools in no&nbsp;time.<\/p>\n\n\n\n\n","protected":false},"excerpt":{"rendered":"<p>&nbsp; If you\u2019re one of the named brands, you win. If you\u2019re not, you never knew the conversation happened. Optimizing for that is called AEO (or if you prefer, GEO.) This is now part of SEO and\/or the marketing team\u2019s<span class=\"ellipsis\">\u2026<\/span><\/p>\n<div class=\"read-more\">Read more \u203a<\/div>\n<p><!-- end of .read-more --><\/p>\n","protected":false},"author":146,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"wp_typography_post_enhancements_disabled":false,"footnotes":""},"categories":[469],"tags":[],"coauthors":[339],"class_list":["post-201145","post","type-post","status-publish","format-standard","hentry","category-ai-search","odd"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.0 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>6 Ways to Automate AEO With Letaido<\/title>\n<meta name=\"description\" content=\"Track your AI share of voice, find the sources citing competitors, and catch AI hallucinations. 6 ways to automate AEO with Letaido, Ahrefs&#039; marketing agent.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/ahrefs.com\/blog\/letaido-for-aeo\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"6 Ways to Automate AEO With Letaido\" \/>\n<meta property=\"og:description\" content=\"Track your AI share of voice, find the sources citing competitors, and catch AI hallucinations. 6 ways to automate AEO with Letaido, Ahrefs&#039; marketing agent.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/ahrefs.com\/blog\/letaido-for-aeo\/\" \/>\n<meta property=\"og:site_name\" content=\"SEO Blog by Ahrefs\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/Ahrefs\/\" \/>\n<meta property=\"article:published_time\" content=\"2026-07-14T15:23:28+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/07\/bar-chart-showing-ai-tool-consistency-when-present.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1280\" \/>\n\t<meta property=\"og:image:height\" content=\"720\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Si Quan Ong\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@siquanong\" \/>\n<meta name=\"twitter:site\" content=\"@ahrefs\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/ahrefs.com\\\/blog\\\/letaido-for-aeo\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/ahrefs.com\\\/blog\\\/letaido-for-aeo\\\/\"},\"author\":{\"name\":\"Si Quan Ong\",\"@id\":\"https:\\\/\\\/ahrefs.com\\\/blog\\\/#\\\/schema\\\/person\\\/e09e43a1a939a6723fb3c1ebd243f2e7\"},\"headline\":\"6 Ways to Automate AEO With Letaido\",\"datePublished\":\"2026-07-14T15:23:28+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/ahrefs.com\\\/blog\\\/letaido-for-aeo\\\/\"},\"wordCount\":2039,\"publisher\":{\"@id\":\"https:\\\/\\\/ahrefs.com\\\/blog\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/ahrefs.com\\\/blog\\\/letaido-for-aeo\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/ahrefs.com\\\/blog\\\/wp-content\\\/uploads\\\/2026\\\/07\\\/6-ways-to-automate-aeo-with-by-si-quan-ong-ai-search-1.jpg\",\"articleSection\":[\"AI Search\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/ahrefs.com\\\/blog\\\/letaido-for-aeo\\\/\",\"url\":\"https:\\\/\\\/ahrefs.com\\\/blog\\\/letaido-for-aeo\\\/\",\"name\":\"6 Ways to Automate AEO With Letaido\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/ahrefs.com\\\/blog\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/ahrefs.com\\\/blog\\\/letaido-for-aeo\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/ahrefs.com\\\/blog\\\/letaido-for-aeo\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/ahrefs.com\\\/blog\\\/wp-content\\\/uploads\\\/2026\\\/07\\\/bar-chart-showing-ai-tool-consistency-when-present.png\",\"datePublished\":\"2026-07-14T15:23:28+00:00\",\"description\":\"Track your AI share of voice, find the sources citing competitors, and catch AI hallucinations. 6 ways to automate AEO with Letaido, Ahrefs' marketing agent.\",\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/ahrefs.com\\\/blog\\\/letaido-for-aeo\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/ahrefs.com\\\/blog\\\/letaido-for-aeo\\\/#primaryimage\",\"url\":\"https:\\\/\\\/ahrefs.com\\\/blog\\\/wp-content\\\/uploads\\\/2026\\\/07\\\/bar-chart-showing-ai-tool-consistency-when-present.png\",\"contentUrl\":\"https:\\\/\\\/ahrefs.com\\\/blog\\\/wp-content\\\/uploads\\\/2026\\\/07\\\/bar-chart-showing-ai-tool-consistency-when-present.png\",\"width\":1280,\"height\":720,\"caption\":\"Bar chart showing AI tool consistency when presenting brand lists. 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