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collegiatepublishing
AEO Score: 3/10
AI engines read this profile 3 times
Claude · Amazon Alexa
#849,006 of 994,123 in Food & Beverage for AI visibility
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. collegiatepublishing just got measured.
3/10 means collegiatepublishing 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 collegiatepublishing
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Details
Industry: Food & Beverage
collegiatepublishing.smugmug.comAI Visibility Breakdown
1
Structured Data
2
Content Structure
5
Entity Clarity
5
E-E-A-T Signals
5
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 May 28, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/collegiatepublishing-smugmug
Cite this score: Engagemii (2026). "AEO Score for collegiatepublishing." Retrieved from https://engagemii.com/aeo/brands/collegiatepublishing-smugmug
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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