AI Visibility Scorecard
Cary's Auto Service
carysauto.com · Automotive
Borderline visible. AI bots can crawl Cary's 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 2 times
Claude
#66,039 of 365,619 in Automotive for AI visibility
<1
AI Naming Predictability
iRarely named · <1/100
Automotive average 5
Top 36% 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 →35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
Automotive average 16
See what's behind this score →0
About Cary's Auto Service
from our crawl and measurement
Cary's Auto Service operates out of Tempe, Arizona in the Automotive space. When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
On its own pages the site does well on a clearly stated business identity, visible credibility markers, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on some structured data and a workable page structure.
Off the page, other sites link to it. Beyond that, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- Cary's Auto Service
- Website ·
- carysauto.com
- Industry ·
- Automotive
- Location ·
- Tempe, Arizona
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Aug 1, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Strong
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.
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, Cary's Auto Service is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Cary's Auto Service
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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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/carysauto
Cite this score: Engagemii (2026). "AEO Score for Cary's Auto Service." Retrieved from https://engagemii.com/aeo/brands/carysauto
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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