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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. My Mechanic Friend just got measured.
6/10 means My Mechanic Friend is somewhat visible. AI bots can read you, but you are missing the structured signals that would push citation rate above competitors.
About My Mechanic Friend
Discover Pre-Purchase Vehicle Inspection with My Mechanic Friend. Ensure a smart purchase with expert insights.
Key Topics
Details
Industry: Automotive
mymechanicfriend.comAI Visibility Breakdown
5
Structured Data
8
Content Structure
8
Entity Clarity
4
E-E-A-T Signals
7
Technical AEO
6
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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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 6, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mymechanicfriend
Cite this score: Engagemii (2026). "AEO Score for My Mechanic Friend." Retrieved from https://engagemii.com/aeo/brands/mymechanicfriend
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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