#151,565 OF 357,322 IN AUTOMOTIVE
SCORE HISTORY BEGINS 2026-07-22
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AI Visibility Scorecard
Ray's Quick Auto Service
raysquickautoservice.com · Automotive
Borderline visible. AI bots can crawl Ray's Quick Auto Service, 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 4 times
Apple Intelligence · Claude · Meta AI
#151,565 of 357,322 in Automotive for AI visibility
5
AEO Visibility
iBorderline · 4.6/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
About Ray's Quick Auto Service
from our crawl and measurement
Ray's Quick Auto Service, based in Commerce City, CO, describes itself simply: "Full-service auto repair shop in Commerce City, CO serving the greater Denver metro area. Over 30 years of experience in oil changes, brake repair, engine diagnostics, transmission service." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.6 out of 10.
Our crawl found structured data on the page (AutoRepair, FAQPage, BreadcrumbList) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
8
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
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 Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 4.6/10, Ray's Quick Auto Service is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Ray's Quick Auto Service
Which AI engines already crawl you
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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 Ray's Quick Auto Service.
Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/raysquickautoservice
Cite this score: Engagemii (2026). "AEO Score for Ray's Quick Auto Service." Retrieved from https://engagemii.com/aeo/brands/raysquickautoservice
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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