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IAN COACHWERKS
AEO Score: 3/10
Monitoring for AI engine activity
In the Engagemii AEO index
#546,848 of 600,370 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. IAN COACHWERKS just got measured.
3/10 means IAN COACHWERKS is currently invisible to AI search. Most AI assistants will not cite your brand when asked about your category. Claiming and applying the fixes below is the fastest way to change that.
About IAN COACHWERKS
IAN COACHWERKS Auto Plumbing Body – Metalshaping Chassis-Suspension Classic Service Contact us Drivetrain-Tuning Electrical-Wiring Home Interior/Exterior Repair-Refurbish About Call IAN COACHWERKS 1930’s-1980’s American and European Service, Restoration and Repair.
Details
Industry: Automotive
iancoachwerks.comAI Visibility Breakdown
2
Structured Data
3
Content Structure
5
Entity Clarity
3
E-E-A-T Signals
5
Technical AEO
2
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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Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on July 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/iancoachwerks
Cite this score: Engagemii (2026). "AEO Score for IAN COACHWERKS." Retrieved from https://engagemii.com/aeo/brands/iancoachwerks
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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