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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. 451 Research just got measured.
4/10 means 451 Research 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 451 Research
451 Research is focused on the business of enterprise IT innovation within emerging technology segments and provides timely insight to end user, service provider, vendor, and investor organizations worldwide.
Details
AI Visibility Breakdown
1
Structured Data
4
Content Structure
5
Entity Clarity
4
E-E-A-T Signals
6
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 June 28, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/451research
Cite this score: Engagemii (2026). "AEO Score for 451 Research." Retrieved from https://engagemii.com/aeo/brands/451research
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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