AI Visibility Scorecard
CDL VIS is the leading UK provider of vehicle registration mark (VRM) & DVLA vehicle look-up services, well known for it
cdlvis.com · Membership Organizations
Borderline visible. AI bots can crawl CDL VIS is the leading UK provider of vehicle registration mark (VRM) & DVLA vehicle look-up services, well known for it, 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 1 times
Claude
#39,660 of 93,676 in Membership Organizations for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About CDL VIS is the leading UK provider of vehicle registration mark (VRM) & DVLA vehicle look-up services, well known for it
from our crawl and measurement
"Accurate, up-to-the-minute vehicle intelligence From a VRM, our trusted data tells you everything you need to know - in real time - about a vehicle, from mileage to MOT data, outstanding." That is how CDL VIS is the leading UK provider of vehicle registration mark (VRM) & DVLA vehicle look-up services, well known for it introduces itself. When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4/10, CDL VIS is the leading UK provider of vehicle registration mark (VRM) & DVLA vehicle look-up services, well known for it is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for CDL VIS is the leading UK provider of vehicle registration mark (VRM) & DVLA vehicle look-up services, well known for it
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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 October 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cdlvis
Cite this score: Engagemii (2026). "AEO Score for CDL VIS is the leading UK provider of vehicle registration mark (VRM) & DVLA vehicle look-up services, well known for it." Retrieved from https://engagemii.com/aeo/brands/cdlvis
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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