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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. Guthrie & Frey just got measured.
7/10 means Guthrie & Frey is somewhat visible. AI bots can read you, but you are missing the structured signals that would push citation rate above competitors.
Guthrie & Frey is a full service water conditioning company, offering water treatment, drinking water filters, water filtrations systems in SE Wisconsin.
3
Structured Data
8
Content Structure
8
Entity Clarity
6
E-E-A-T Signals
7
Technical AEO
7
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 28, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/guthriefreywater
Cite this score: Engagemii (2026). "AEO Score for Guthrie & Frey." Retrieved from https://engagemii.com/aeo/brands/guthriefreywater
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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