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AI Visibility Scorecard
Castleton Mill MOT Station
castletonmillmot.com · Automotive
Borderline visible. AI bots can crawl Castleton Mill MOT Station, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#190,966 of 352,555 in Automotive for AI visibility
4
AEO Visibility
iBorderline · 4.3/10
35
Muse Index Score
iAI agent readiness
Basic · 35/100
0
AI Adoption
iNone detected · 0/100
About Castleton Mill MOT Station
from our crawl and measurement
Garage in Leeds, based in Leeds, describes itself simply: "Looking for a trusted garage in Leeds? Book MOTs, servicing, repairs, tyres and wheel alignment online with Castleton Mill MOT Station today." When AI engines look at it, they find little to work with. It scores 4.3 out of 10.
Our crawl found structured data on the page (AutoRepair), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
4
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
4
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
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
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 4.3/10, Castleton Mill MOT Station is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Castleton Mill MOT Station
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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 September 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/castletonmillmot
Cite this score: Engagemii (2026). "AEO Score for Castleton Mill MOT Station." Retrieved from https://engagemii.com/aeo/brands/castletonmillmot
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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