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AI Visibility Scorecard
Auburn Hills Auto Repair & Tires - Jake's Automotive Clock
jakesauto.com · Automotive
Somewhat visible. AI bots can read Auburn Hills Auto Repair & Tires - Jake's Automotive Clock, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#34,837 of 331,668 in Automotive for AI visibility
5.6
/10
AEO Score
About Auburn Hills Auto Repair & Tires - Jake's Automotive Clock
from our crawl and measurement
"From tires and oil change to towing service and transmission repair, you can count on Jakes Automotive for quality auto repair in Auburn Hills, MI. Visit us today!." That is how Auburn Hills Auto Repair & Tires of Auburn Hills, MI introduces itself. Its AI visibility score is 5.6 out of 10: the engines can find it, but they do not have much to hold on to.
On its own pages the site does well on a clear heading structure, a clearly stated business identity, visible credibility markers, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. What holds it back is structured data describing the business.
Off the page, other sites link to it. Beyond that, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
The business dates to 1988.
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
9
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
9
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
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 Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
No social discussion 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 5.6/10, Auburn Hills Auto Repair & Tires - Jake's Automotive Clock has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Auburn Hills Auto Repair & Tires - Jake's Automotive Clock
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/jakesauto
Cite this score: Engagemii (2026). "AEO Score for Auburn Hills Auto Repair & Tires - Jake's Automotive Clock." Retrieved from https://engagemii.com/aeo/brands/jakesauto
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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