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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. Callum Akehurst-Ryan's Testing Blog just got measured.
5/10 means Callum Akehurst-Ryan's Testing Blog 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.
MeBlog PostsTalks Quality Engineer | Keynote Conference Speaker | AI Enabled Testing Callum Akehurst-Ryan Quality engineer and leader helping engineering orgs to adopt AI safely and ship faster with confidence, being hands on rather than from the sidelines.
Industry: Technology
cakehurstryan.com1
Structured Data
7
Content Structure
6
Entity Clarity
5
E-E-A-T Signals
7
Technical AEO
3
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 buyers are the most research-intensive shoppers on the internet.
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Scored by Engagemii on June 29, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cakehurstryan
Cite this score: Engagemii (2026). "AEO Score for Callum Akehurst-Ryan's Testing Blog." Retrieved from https://engagemii.com/aeo/brands/cakehurstryan
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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