#95,679 OF 360,812 IN AUTOMOTIVE
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AI Visibility Scorecard
DeVivo Collision Center
devivocollision.com · Automotive
Borderline visible. AI bots can crawl DeVivo Collision Center, 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 7 times
Meta AI · Apple Intelligence · Claude
#95,679 of 360,812 in Automotive for AI visibility
5
AEO Visibility
iBorderline · 5/10
0
Muse Index Score
iAI agent readiness
Basic · 0/100
0
AI Adoption
iNone detected · 0/100
About DeVivo Collision Center
from our crawl and measurement
"DeVivo Collision Center - Commercial vehicle collision repair specialist in CT, MA, NH & RI. We service semi trucks, box trucks, buses, RVs & fleets ONLY." That is how DeVivo Collision Center introduces itself. Its AI visibility score is 5.0 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. It is passable on a partly stated business identity, a few credibility markers and basic crawler access. What holds it back is structured data describing the business and sitemaps and entity links AI can follow.
Off the page, 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. None of that can be fixed on the page: it has to be earned.
The site links to no social profiles, so there is nothing tying the brand to a wider presence.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
6
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
4
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
1
Established authority for your domain.
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 5/10, DeVivo Collision Center is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why DeVivo Collision Center?
DeVivo Collision Centers are a leading provider of collision repair and custom fabrication services. Our team of certified technicians specializes in all makes and models of medium and heavy-duty vehicles. Whether you need a simple cosmetic repair, or if you are in need of repairs from major collision damage, DeVivo’s certified technicians will ensure your fleet looks and performs like new.
Is this your brand?
The exact fixes for DeVivo Collision Center
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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/devivocollision
Cite this score: Engagemii (2026). "AEO Score for DeVivo Collision Center." Retrieved from https://engagemii.com/aeo/brands/devivocollision
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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