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Situational Awareness Dataset
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. Situational Awareness Dataset just got measured.
3/10 means Situational Awareness Dataset is currently invisible to AI search. Most AI assistants will not cite your brand when asked about your category. Claiming and applying the fixes below is the fastest way to change that.
About Situational Awareness Dataset
Dataset for LLMs Rudolf Laine1, Bilal Chughtai1, Jan Betley2, Kaivalya Hariharan3, Jérémy Scheurer4, Mikita Balesni4, Marius Hobbhahn4, Alexander Meinke4, Owain Evans2 1Independent, 2Constellation, 3MIT, 4Apollo Research Paper Code and Data Results Results CSV Summary of Research AI assistants such as ChatGPT are trained to act like AIs, for example when they say "I am a large language model".
Details
Category: Technology
situational-awareness-dataset.orgAI Visibility Breakdown
1
Structured Data
2
Content Structure
4
Entity Clarity
3
E-E-A-T Signals
5
Technical AEO
2
AI Discoverability
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Claim free. You'll see:
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?
Tech buyers are the most research-intensive shoppers on the internet.
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Source & Attribution
Scored by Engagemii on May 28, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/situational-awareness-dataset-org
Cite this score: Engagemii (2026). "AEO Score for Situational Awareness Dataset." Retrieved from https://engagemii.com/aeo/brands/situational-awareness-dataset-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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