AI Visibility Scorecard
ClearMOT
clearmot.com · Automotive
At 2.16/10, ClearMOT is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Backlinks, Domain Authority and News & Press. That is fixable, and the signals below show where to start.
AI engines read this profile 1 times
Claude
Top 25% in Automotive for AI visibility
3
2.16
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Automotive average 5. Claim your page and Engagemii is your first.
See what's behind this score →45
Muse Index Score
iAI agent readiness
Agent-ready · 45/100
Automotive average 16
See what's behind this score →0
About ClearMOT
from our crawl and measurement
ClearMOT describes itself simply: "Independent directory of every DVSA-approved MOT test centre in Britain, plus rated garages across the UK." When AI engines look at it, they find little to work with. It scores 2.16 out of 10.
Our crawl found structured data on the page (Organization, WebSite, FAQPage), an llms.txt file for AI models and a sitemap.
AI crawlers have read this profile once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- ClearMOT
- Website ·
- clearmot.com
- Industry ·
- Automotive
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 read your site and name it in answers. At 2.16/10, ClearMOT is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
Run a garage?
Your listing is already here. Claiming it is free — update your details, add photos, and collect reviews from your own customers. No contracts, no shared leads. Find your listing CLEAR·MOT Independent directory of MOT centres and garages across the United Kingdom. Listing details can change — always confirm with the garage before travelling.
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for ClearMOT.
Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/clearmot
Cite this score: Engagemii (2026). "AEO Score for ClearMOT." Retrieved from https://engagemii.com/aeo/brands/clearmot
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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