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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. Auto Mechanic just got measured.
6/10 means Auto Mechanic is somewhat visible. AI bots can read you, but you are missing the structured signals that would push citation rate above competitors.
Our dependable auto mechanics have been providing complete automotive care in Hilo, HI, since 1979. Call for a quote on radiator, A/C, or brake repairs.
Industry: Automotive
jimmysradiatorrepair.com2
Structured Data
8
Content Structure
7
Entity Clarity
6
E-E-A-T Signals
8
Technical AEO
5
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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The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Scored by Engagemii on July 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/jimmysradiatorrepair
Cite this score: Engagemii (2026). "AEO Score for Auto Mechanic." Retrieved from https://engagemii.com/aeo/brands/jimmysradiatorrepair
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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