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AEO Score: 4/10
Monitoring for AI engine activity
In the Engagemii AEO index
#365,053 of 619,629 in Automotive for AI visibility
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. 412routecollision just got measured.
4/10 means 412routecollision 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.
FAQ Open Menu Close Menu Open Menu Close Menu About Services Contact FAQ About Services Contact FAQ Our Mission: To Keep Your Car on the Road At our auto body repair shop, we are committed to providing the highest quality repairs, exceptional service, and transparent pricing.
Industry: Automotive
412routecollisions.com4
Structured Data
3
Content Structure
6
Entity Clarity
5
E-E-A-T Signals
7
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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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 15, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/412routecollisions
Cite this score: Engagemii (2026). "AEO Score for 412routecollision." Retrieved from https://engagemii.com/aeo/brands/412routecollisions
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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