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AI Visibility Scorecard
ScratchFix Body Repairs
scratchfixbodyrepairs.com · Other
Borderline visible. AI bots can crawl ScratchFix Body Repairs, 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
4
/10
AEO Score
About ScratchFix Body Repairs
from our crawl and measurement
ScratchFix Body Repairs is a Harrow, London business whose own site puts it this way: "Professional mobile car body repair specialist in Harrow, London. Bumper scuffs, scratch removal, dent repair, alloy refurbishment and ceramic coating. We come to you." When AI engines look at it, they find little to work with. It scores 3.7 out of 10.
Our crawl found structured data on the page (LocalBusiness, AutomotiveBusiness), 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
7
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
1
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
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 Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 4/10, ScratchFix Body Repairs is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for ScratchFix Body Repairs
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 ScratchFix Body Repairs.
Source & Attribution
Scored by Engagemii on August 16, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/scratchfixbodyrepairs
Cite this score: Engagemii (2026). "AEO Score for ScratchFix Body Repairs." Retrieved from https://engagemii.com/aeo/brands/scratchfixbodyrepairs
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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