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M & D Collision Specialists
AEO Score: 5/10
Monitoring for AI engine activity
In the Engagemii AEO index
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. M & D Collision Specialists just got measured.
5/10 means M & D Collision Specialists 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 M & D Collision Specialists
M & D Collision Specialists are a locally owned and operated business since 1988. We offer services with a 100% satisfaction guarantee.
Key Topics
Details
Industry: Automotive
mdcollisionspecialists.comAI Visibility Breakdown
2
Structured Data
7
Content Structure
8
Entity Clarity
3
E-E-A-T Signals
7
Technical AEO
5
AI Discoverability
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Exact fixes: robots.txt, schema, llms.txt
AI bot crawls from ChatGPT, Claude, Perplexity, Gemini
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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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Source & Attribution
Scored by Engagemii on July 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mdcollisionspecialists
Cite this score: Engagemii (2026). "AEO Score for M & D Collision Specialists." Retrieved from https://engagemii.com/aeo/brands/mdcollisionspecialists
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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