AI Visibility Scorecard
Compare MOT History
comparemothistory.com · Automotive
Borderline visible. AI bots can crawl Compare MOT History, 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
#246,724 of 365,655 in Automotive for AI visibility
4
AEO Visibility
iBorderline · 4.1/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Compare MOT History
from our crawl and measurement
"Free UK MOT history checks and data-backed reliability guides. Find out which cars pass MOT, common failures, and realistic mileage expectations before you buy." That is how UK MOT History & Car Reliability Data introduces itself. When AI engines look at it, they find little to work with. It scores 4.1 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
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
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
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 4.1/10, Compare MOT History is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Where Does Your Brand Really Sit?
We plotted every major UK manufacturer by reliability vs. popularity. Find yours in 3 seconds.
Why Trust Our Data?
🔍 Official MOT Records Every statistic comes from DVSA test data. Not opinions, not marketing—actual pass/fail records. 📊 Real Mileage Benchmarks See typical, low, and high mileage for your model by age. Know if that "low mileage" Focus is suspicious. 💰 Repair Cost Estimates Common failures listed with realistic fix costs so you can negotiate—or walk away.
Is this your brand?
The exact fixes for Compare MOT History
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Compare MOT History.
Source & Attribution
Scored by Engagemii on August 17, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/comparemothistory
Cite this score: Engagemii (2026). "AEO Score for Compare MOT History." Retrieved from https://engagemii.com/aeo/brands/comparemothistory
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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