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LLMs Meet Misinformation
AEO Score: 4/10
Monitoring for AI engine activity
In the Engagemii AEO index
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can actually read your site and cite it in answers. Two-thirds of websites are invisible to them. LLMs Meet Misinformation just got measured.
4/10 means LLMs Meet Misinformation is borderline visible. AI bots can crawl your site but your structured-data signals are thin. You are at risk of being skipped when buyers ask AI for a recommendation.
About LLMs Meet Misinformation
This is an initiative aiming to combat misinformation in the age of LLMs (Correspondence to: Kai Shu) (New Preprint) Can Knowledge Editing Really Correct Hallucinations?
Key Topics
Details
Category: Technology
llm-misinformation.github.ioAI Visibility Breakdown
2
Structured Data
5
Content Structure
6
Entity Clarity
4
E-E-A-T Signals
5
Technical AEO
4
AI Discoverability
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Your full 6-category score breakdown
Exact fixes: robots.txt, schema, llms.txt
AI bot crawls from ChatGPT, Claude, Perplexity, Gemini
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Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
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Source & Attribution
Scored by Engagemii on May 27, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/llm-misinformation-github-io
Cite this score: Engagemii (2026). "AEO Score for LLMs Meet Misinformation." Retrieved from https://engagemii.com/aeo/brands/llm-misinformation-github-io
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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