AEO myths and misconceptions
From AEO.wiki, the Answer Engine Optimization reference · Last reviewed · By Simon White · Published by Local Blitz · How we research
Most AEO myths claim there is a special trick for AI: a file, a markup type, a content format or a bot rule. Vendor documentation says otherwise. Google says its AI features need no special files, schema or chunking, and OpenAI and Google separate training bots from search bots. The reliable path is still crawlable, original, well-sourced content.
Myth vs reality
| Myth | What the documentation says |
|---|---|
| You need an llms.txt file to appear in AI answers. | Google says Google Search doesn't use llms.txt; no other major engine documents using it.[1] More |
| Content must be chunked into short blocks for AI. | Google: chunking isn't required and there is no ideal length. Clear sections for people are enough.[1] More |
| There is special schema for AI Overviews. | Google: no special schema.org markup is needed for AI features.[2] More |
| FAQ schema still wins rich results. | Google stopped showing FAQ rich results on May 7, 2026.[3] More |
| Blocking Google-Extended removes you from AI Overviews. | Google-Extended doesn't affect Search. Use the Search Console generative AI control.[4] More |
| Blocking GPTBot removes you from ChatGPT search. | GPTBot is for training; search uses OAI-SearchBot, controlled separately.[5] More |
| robots.txt rules for Bard, Claude-Web or Bing-AI control AI bots. | Those tokens don't appear in current vendor documentation. Use documented tokens.[6] More |
| AEO replaces SEO. | Google calls AEO and GEO “still SEO”; 76.1% of AI Overview citations rank in the top 10.[1][7] More |
| Make a page for every fan-out query. | Google treats this as scaled content abuse.[1] More |
| Buying mentions or reviews builds AI authority. | Google says inauthentic mentions don't help; fake reviews break Google policy and the FTC rule.[1][8] More |
| Changing the date makes a page fresh. | Google warns against date changes without substantial updates.[9] More |
| AI crawlers see everything Googlebot sees. | GPTBot and ClaudeBot didn't execute JavaScript in Vercel’s 2024 analysis.[10] More |
| Tools can show Google’s internal AI metrics. | Google warns about tools claiming this; use Search Console.[1] More |
| AI answers are accurate, so citations take care of themselves. | The Tow Center found over 60% of AI search answers about news sources were wrong.[11] More |
Why myths spread
- Engines change quickly, so advice goes stale (FAQ rich results, HowTo, “Bard”).
- Tools and agencies have an incentive to sell new tactics.
- Correlation studies are read as causal.
How to check a claim
- Find the vendor’s own documentation (Google Search Central, OpenAI, Bing Webmaster).
- Check the date.
- Look for independent research with a stated method (see research).
Frequently asked questions
Is GEO a scam?
No. The GEO paper is peer-reviewed research. But Google says optimizing for its AI features is still SEO, and many 'GEO hacks' are unproven.
Where did the fake robots tokens come from?
Mostly outdated or invented templates copied between blogs. Always check the vendor's crawler page.
See also
References
Pages accessed September 28, 2026 unless a date is given. See all sources and our editorial policy.
- ^ "Optimizing your website for generative AI features on Google Search". Google Search Central. Added May 15, 2026; last updated July 10, 2026.
- ^ "AI features and your website". Google Search Central. Last updated December 10, 2025.
- ^ "Latest Google Search documentation updates (changelog)". Google Search Central. Entries for May–June 2026.
- ^ "Google’s common crawlers (including Google-Extended)". Google Search Central. Last updated July 14, 2026.
- ^ "Overview of OpenAI Crawlers". OpenAI Platform documentation.
- ^ "Does Anthropic crawl data from the web, and how can site owners block the crawler?". Anthropic (Claude Help Center).
- ^ "76% of AI Overview Citations Pull From the Top 10". Ahrefs. Published July 21, 2025.
- ^ "Federal Trade Commission announces final rule banning fake reviews and testimonials". U.S. Federal Trade Commission. Published August 14, 2024.
- ^ "Creating helpful, reliable, people-first content". Google Search Central.
- ^ "The rise of the AI crawler". Vercel (with MERJ). Published December 17, 2024..
- ^ "AI Search Has a Citation Problem (Jaźwińska and Chandrasekar)". Columbia Journalism Review, Tow Center for Digital Journalism. Published March 6, 2025.
Categories: AEO research