AI Visibility Scorecard
McCarthy Tire Service
mccarthytire.com · Automotive
Somewhat visible. AI bots can read McCarthy Tire Service, but it is missing signals that would get it named ahead of competitors.
AI engines read this profile 13 times
Claude · Meta AI · ChatGPT · Apple Intelligence
#744 of 365,618 in Automotive for AI visibility
84
AI Naming Predictability
iNamed sometimes · 84/100
Automotive average 5
Top 1% of Automotive
See what's behind this score →5
-
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
Automotive average 16
See what's behind this score →0
0
About McCarthy Tire Service
from our crawl and measurement
McCarthy Tire Service is a business whose own site puts it this way: "McCarthy Tire: Commercial truck tires, Bandag retreads, fleet management & 24/7 roadside at 75+ locations from NY to SC. 4th largest independent commercial tire dealer in the US." Its AI visibility score is 5.4 out of 10: the engines can find it, but they do not have much to hold on to.
On its own pages the site does well on a clearly stated business identity, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on some structured data, a workable page structure and a few credibility markers.
Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established and press coverage is thin. Beyond that, AI engines do not yet recognise it as a distinct business, 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). It does link out to several social profiles, which helps engines tie the brand together. The business dates to 1926.
- Company ·
- McCarthy Tire Service
- Website ·
- mccarthytire.com
- Industry ·
- Automotive
- Location ·
- Wilkes Barre, Pennsylvania
- 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
Fair
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
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
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 5.4/10, McCarthy Tire Service has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for McCarthy Tire 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/mccarthytire
Cite this score: Engagemii (2026). "AEO Score for McCarthy Tire Service." Retrieved from https://engagemii.com/aeo/brands/mccarthytire
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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