AI Visibility Scorecard
Scratchbusterz
scratchbusterz.com · Automotive
Borderline visible. AI bots can crawl Scratchbusterz, 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 6 times
Claude · Meta AI · Apple Intelligence · ShapBot
#66,042 of 365,621 in Automotive for AI visibility
3
AI Naming Predictability
iRarely named · 3/100
Automotive average 5
Top 43% of Automotive
See what's behind this score →4
-
Network Authority
iNot connected yet
Automotive average 0.0
0 relationships · Automotive average 5
See what's behind this score →30
Muse Index Score
iAI agent readiness
Basic · 30/100
Automotive average 16
See what's behind this score →0
About Scratchbusterz
from our crawl and measurement
Scratchbusterz, based in Longford, ENG, describes itself simply: "Scratchbusterz, your trusted car paintwork specialist, offers mobile car body repairs in Coventry, with 20 years’ experience. Call us today for a free quote." When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
Our crawl found structured data on the page (LocalBusiness, WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- Scratchbusterz
- Website ·
- scratchbusterz.com
- Industry ·
- Automotive
- Location ·
- Longford, ENG
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Aug 8, 2026
The 6 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
Strong
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
Good
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 read your site and name it in answers. At 4/10, Scratchbusterz is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why Choose Us?
Over 20 Years Of Expertise: Established in 2002, we bring decades of experience to every repair. Fully Mobile Service: We come to you, saving you time and fuel costs. Same-Day Repairs: Quick turnarounds to get you back on the road fast. Affordable Pricing: Repairs start from just £90, with no hidden VAT charges. 5-Star Reviews: Our customers love our reliable and friendly service.
What Makes Us Different?
Fully Mobile Car Body RepairsProfessional vehicle bodywork services delivered directly to your home or workplace for maximum convenience. Repairs Starting From Just £90Affordable, high-quality car body repairs with prices beginning at only £90. 5-Star Reviews From Happy CustomersTrusted and highly rated service backed by consistent 5-star customer feedback.
Is this your brand?
The exact fixes for Scratchbusterz
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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 August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/scratchbusterz
Cite this score: Engagemii (2026). "AEO Score for Scratchbusterz." Retrieved from https://engagemii.com/aeo/brands/scratchbusterz
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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