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Fighting Churn WIth Data
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. Fighting Churn WIth Data just got measured.
5/10 means Fighting Churn WIth Data 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 Fighting Churn WIth Data
Author's website for the book Fighting Churn With Data, published by Manning Publications, covering the #1 open source code repo for churn.
Key Topics
Details
Industry: Technology
fightchurnwithdata.comAI Visibility Breakdown
2
Structured Data
8
Content Structure
6
Entity Clarity
5
E-E-A-T Signals
6
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
Personal 50% off code at checkout
Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
Tech buyers are the most research-intensive shoppers on the internet.
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Source & Attribution
Scored by Engagemii on June 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fightchurnwithdata
Cite this score: Engagemii (2026). "AEO Score for Fighting Churn WIth Data." Retrieved from https://engagemii.com/aeo/brands/fightchurnwithdata
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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