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Ambiguity is your friend
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. Ambiguity is your friend just got measured.
4/10 means Ambiguity is your friend 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 Ambiguity is your friend
Search Main menu HomeAbout me The party… and the road ahead Inspiration Speaking Post navigation ← Older posts Expect the Unexpected Posted on October 1, 2019 by kevinwferguson Reply If all organizations were really good at expecting the unexpected (and preparing for it), we wouldn’t need people who specialize in helping organizations to change successfully.
Key Topics
Details
Industry: Sports & Recreation
kevinwferguson.comAI Visibility Breakdown
1
Structured Data
5
Content Structure
6
Entity Clarity
5
E-E-A-T Signals
5
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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Athletes Know What They Want. They Just Can't Find a Brand That Listens.
An athlete shopping for gear isn't browsing. They're problem-solving.
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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/kevinwferguson
Cite this score: Engagemii (2026). "AEO Score for Ambiguity is your friend." Retrieved from https://engagemii.com/aeo/brands/kevinwferguson
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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