AI Visibility Scorecard
Dutton Cars
timdutton.com · Media & Entertainment
Somewhat visible. AI bots can read Dutton Cars, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Claude · Meta AI
#185,706 of 1,966,759 in Media & Entertainment for AI visibility
6
AEO Visibility
iBorderline · 5.8/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About Dutton Cars
from our crawl and measurement
"The 3 best selling archetypal kit cars in the World 1970’s to 1989 LATEST NEWS GREAT MOTOR SHOW OFFERS As." That is how Dutton Cars introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.8 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: a clear heading structure, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on some structured data and a partly stated business identity. What holds it back is credibility markers like credentials or reviews.
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.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
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
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 5.8/10, Dutton Cars has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
When we say built to last, we mean it.Will your next project still be around in 2080?
J Tighe in 1972 collecting his Dutton, built it himself and still owns and uses it in 2026. B PLUS still in our original high quality blue GRP body. MADE IN GREAT BRITAIN Our sports car team mid 80’s advert
Is this your brand?
The exact fixes for Dutton Cars
Which AI engines already crawl you
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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 August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/timdutton
Cite this score: Engagemii (2026). "AEO Score for Dutton Cars." Retrieved from https://engagemii.com/aeo/brands/timdutton
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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