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AI Visibility Scorecard
The Model Garage
modelgarageberkeley.com · Automotive
Somewhat visible. AI bots can read The Model Garage, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
ChatGPT · Apple Intelligence
#21,814 of 330,353 in Automotive for AI visibility
5.9
/10
AEO Score
About The Model Garage
from our crawl and measurement
The Model Garage is a Berkeley, CA business whose own site puts it this way: "The Model Garage is your Berkeley auto repair shop! For over 30 years, our certified technicians have taken pride in our solid customer service and work." Its AI visibility score is 5.9 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (AutomotiveBusiness), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 3 times in our tracking, including Applebot (Siri) and GPTBot (ChatGPT).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
4
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
8
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
10
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
6
Inbound links from other sites.
Domain Trust
1
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions found yet.
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. Roughly two-thirds of sites are invisible to them. At 5.9/10, The Model Garage has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for The Model Garage
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/modelgarageberkeley
Cite this score: Engagemii (2026). "AEO Score for The Model Garage." Retrieved from https://engagemii.com/aeo/brands/modelgarageberkeley
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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