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Beat the AI: Investigating Adversarial Human Annotation for Reading Comprehension
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. Beat the AI: Investigating Adversarial Human Annotation for Reading Comprehension just got measured.
4/10 means Beat the AI: Investigating Adversarial Human Annotation for Reading Comprehension 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 Beat the AI: Investigating Adversarial Human Annotation for Reading Comprehension
Authors: Max Bartolo, Alastair Roberts, Johannes Welbl, Sebastian Riedel, Pontus Stenetorp Three New RC Datasets We have created three new Reading Comprehension datasets constructed using an adversarial model-in-the-loop.
Key Topics
Details
Category: Technology
adversarialqa.github.ioAI Visibility Breakdown
1
Structured Data
6
Content Structure
4
Entity Clarity
2
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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Source & Attribution
Scored by Engagemii on May 25, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/adversarialqa-github-io
Cite this score: Engagemii (2026). "AEO Score for Beat the AI: Investigating Adversarial Human Annotation for Reading Comprehension." Retrieved from https://engagemii.com/aeo/brands/adversarialqa-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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