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The Collins Lab
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. The Collins Lab just got measured.
4/10 means The Collins Lab 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 The Collins Lab
How do anthropogenic changes such as landscape fragmentation influence processes that maintain biodiversity? How can we use this information to restore diversity and function to plant communities in degraded habitats? These general questions drive much of the work in my lab. While I consider myself a community ecologist, my work is heavily informed by population ecology…
Key Topics
Details
Industry: Food & Beverage
cathydcollins.comAI Visibility Breakdown
1
Structured Data
5
Content Structure
6
Entity Clarity
2
E-E-A-T Signals
7
Technical AEO
2
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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Your Ingredient Label Has a Story. Is Anyone Telling It?
Food is the most intimate purchase a person makes. You're deciding what goes into your body, what you feed your family, what aligns with your values. That decision deserves more than a label and a hope.
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Source & Attribution
Scored by Engagemii on June 29, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cathydcollins
Cite this score: Engagemii (2026). "AEO Score for The Collins Lab." Retrieved from https://engagemii.com/aeo/brands/cathydcollins
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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