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AI Visibility Scorecard
Carpenter's Mobile Detail
cmds.live · Automotive
Borderline visible. AI bots can crawl Carpenter's Mobile Detail, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
Monitoring for AI engine activity
In the Engagemii AEO index
#215,298 of 326,796 in Automotive for AI visibility
4
/10
AEO Score
About Carpenter's Mobile Detail
from our crawl and measurement
Carpenter's Mobile Detail is a business whose own site puts it this way: "Experience elite mobile car detailing at your doorstep. Serving Lexington, Georgetown, and Central Kentucky with professional car, truck, semi, and heavy equipment detailing." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
On the page itself the strengths are clear: a clear heading structure. It is passable on a partly stated business identity and basic crawler access. What holds it back is structured data describing the business, credibility markers like credentials or reviews and sitemaps and entity links AI can follow.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
4
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
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 4/10, Carpenter's Mobile Detail is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Carpenter's Mobile Detail
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 July 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cmds-live
Cite this score: Engagemii (2026). "AEO Score for Carpenter's Mobile Detail." Retrieved from https://engagemii.com/aeo/brands/cmds-live
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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