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Frank's Automotive & Machine Shop
AEO Score: 5/10
Monitoring for AI engine activity
In the Engagemii AEO index
#179,577 of 677,524 in Automotive for AI visibility
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. Frank's Automotive & Machine Shop just got measured.
5/10 means Frank's Automotive & Machine Shop 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 Frank's Automotive & Machine Shop
Frank's Automotive & Machine Shop at 1444 N. La Cadena Dr, Colton, CA 92324. Expert auto repair, engine rebuilding & machine work. Call 909-381-1834. Open Mon-Sat 8am-6pm.
Key Topics
Details
Industry: Automotive
franksautomotiveshop.comAI Visibility Breakdown
4
Structured Data
6
Content Structure
8
Entity Clarity
5
E-E-A-T Signals
6
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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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 16, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/franksautomotiveshop
Cite this score: Engagemii (2026). "AEO Score for Frank's Automotive & Machine Shop." Retrieved from https://engagemii.com/aeo/brands/franksautomotiveshop
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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