AI Visibility Scorecard
Scuff Doc
scuff-doc.com · Other
Borderline visible. AI bots can crawl Scuff Doc, 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 2 times
Claude
19
AI Naming Predictability
iRarely named · 19/100
Average 15
Top 58% of Other
See what's behind this score →4
-
Network Authority
iNot connected yet
0 relationships on record. Businesses average 3. Claim your page and Engagemii is your first.
See what's behind this score →30
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About Scuff Doc
from our crawl and measurement
Mobile Car Repair Nottingham describes itself simply: "ScuffDoc offers reliable mobile car repair services in Nottingham. Restore your vehicle’s look with expert repairs, call our technicians today!." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found structured data on the page (Organization, WebSite, WebPage) and a readable heading structure. It is missing an llms.txt file and a sitemap.
- Company ·
- Scuff Doc
- Website ·
- scuff-doc.com
- Industry ·
- Other
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Sep 8, 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
Strong
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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
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 read your site and name it in answers. At 4/10, Scuff Doc is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why Choose Mobile Car Repair From ScuffDoc?
Selecting ScuffDoc's mobile car repair services in Nottingham is based on convenience and cost-effectiveness. Enjoy the luxury of time savings as our skilled technicians come to your location for efficient repairs. Our mobile services not only offer unparalleled convenience but also ensure competitive pricing, delivering quality results without the overhead costs of traditional brick-and-mortar shops.
Is this your brand?
The exact fixes for Scuff Doc
Which AI engines already crawl you
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on September 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/scuff-doc
Cite this score: Engagemii (2026). "AEO Score for Scuff Doc." Retrieved from https://engagemii.com/aeo/brands/scuff-doc
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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