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AI Visibility Scorecard
Clean Fleet Auto Body
cleanfleetautobody.com · automotive
Somewhat visible. AI bots can read Clean Fleet Auto Body, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#13,010 of 320,316 in Automotive for AI visibility
6
/10
AEO Score
About Clean Fleet Auto Body
from our crawl and measurement
Clean Fleet Auto Body, based in Metairie, LA, describes itself simply: "Locally owned and trusted in the New Orleans area, Clean Fleet offers expert auto body repairs and helps guide guests in the right direction." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.0 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: a clear heading structure, a clearly stated business identity and sitemaps and entity links AI can follow. It is passable on some structured data, a few credibility markers and basic crawler access.
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.
The business dates to 1980.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
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
9
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 6/10, Clean Fleet Auto Body has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Clean Fleet Auto Body
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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cleanfleetautobody
Cite this score: Engagemii (2026). "AEO Score for Clean Fleet Auto Body." Retrieved from https://engagemii.com/aeo/brands/cleanfleetautobody
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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