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CF Smackdown
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. CF Smackdown just got measured.
6/10 means CF Smackdown is somewhat visible. AI bots can read you, but you are missing the structured signals that would push citation rate above competitors.
About CF Smackdown
Join the CF Smackdown and help end cystic fibrosis this decade. We support innovation, frank discussion, and an entrepreneurial approach to treating, controlling and ultimately curing this disease.
Key Topics
Details
Industry: Technology
cfsmackdown.comAI Visibility Breakdown
5
Structured Data
8
Content Structure
6
Entity Clarity
4
E-E-A-T Signals
8
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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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 July 6, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cfsmackdown
Cite this score: Engagemii (2026). "AEO Score for CF Smackdown." Retrieved from https://engagemii.com/aeo/brands/cfsmackdown
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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