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Edward Ross Irwin
AEO Score: 3/10
Monitoring for AI engine activity
In the Engagemii AEO index
#639,386 of 732,670 in Education 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. Edward Ross Irwin just got measured.
3/10 means Edward Ross Irwin 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 Edward Ross Irwin
ERI Contact Edward Ross Irwin ERI Contact — In loving memory— Edward Ross Irwin1934 - 2023 A Hole-in-One LifeRoss brought so much joy into the lives of his family and friends.
Key Topics
Details
Industry: Education
edwardrossirwin.comAI Visibility Breakdown
2
Structured Data
3
Content Structure
4
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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Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on July 16, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/edwardrossirwin
Cite this score: Engagemii (2026). "AEO Score for Edward Ross Irwin." Retrieved from https://engagemii.com/aeo/brands/edwardrossirwin
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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