AI Visibility Scorecard
Clean Mobile Detailing
cleanmobiledetailing.com · Automotive
Borderline visible. AI bots can crawl Clean Mobile Detailing, 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.
AI engines read this profile 18 times
Meta AI · Perplexity · Claude · Apple Intelligence
#6,935 of 365,627 in Automotive for AI visibility
27
AI Naming Predictability
iRarely named · 27/100
Automotive average 5
Top 4% of Automotive
See what's behind this score →4.3
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Automotive average 5. Claim your page and Engagemii is your first.
See what's behind this score →90
Muse Index Score
iAI agent readiness
Transactable · 90/100
Automotive average 16
See what's behind this score →0
About Clean Mobile Detailing
from our crawl and measurement
"Trusted by 9,000+ Utah drivers. We come to you with our own power and water for full interior and exterior mobile car detailing." That is how Clean Mobile Detailing of American Fork, UT introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.3 out of 10.
On the page itself the strengths are clear: structured data describing the business, 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.
Away from its own site, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, 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. Those are earned elsewhere on the web, not fixed on the site itself.
It does link out to several social profiles, which helps engines tie the brand together. The business dates to 2020.
- Company ·
- Clean Mobile Detailing
- Website ·
- cleanmobiledetailing.com
- Industry ·
- Automotive
- Location ·
- American Fork, Utah
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Aug 6, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Strong
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 4.3/10, Clean Mobile Detailing is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
How to Clean Your Car After a Camping Trip: 9 Expert Tips for Utah Adventures?
Jul 20, 2026The best way to clean your car after a camping trip is to empty the vehicle, vacuum loose debris, treat stains and odors, wash away bugs and sap, and dry every surface completely. Utah camping trips often leave behind…
Is this your brand?
The exact fixes for Clean Mobile Detailing
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on August 6, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cleanmobiledetailing
Cite this score: Engagemii (2026). "AEO Score for Clean Mobile Detailing." Retrieved from https://engagemii.com/aeo/brands/cleanmobiledetailing
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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