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AI Visibility Scorecard
Mavis Tire Express Services Corp
colemuffler.net · Automotive
Somewhat visible. AI bots can read Mavis Tire Express Services Corp, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
ChatGPT
#76,719 of 342,521 in Automotive for AI visibility
5
AEO Visibility
iBorderline · 5.1/10
60
Muse Index Score
iAI agent readiness
Agent-ready · 60/100
0
AI Adoption
iNone detected · 0/100
About Mavis Tire Express Services Corp
from our crawl and measurement
Tires At Discount Prices, Oil Changes, & Auto Repair Services is a White Plains, NY business whose own site puts it this way: "Mavis Tire Express Services Corp., known as Mavis Tire, is a leading U.S. tire and vehicle service provider for 70+ years, with over 2,000 locations across 26 states." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.1 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Organization, FAQPage) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
9
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
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
10
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 5.1/10, Mavis Tire Express Services Corp has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Mavis Tire Express Services Corp
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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.
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Source & Attribution
Scored by Engagemii on September 14, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/colemuffler-net
Cite this score: Engagemii (2026). "AEO Score for Mavis Tire Express Services Corp." Retrieved from https://engagemii.com/aeo/brands/colemuffler-net
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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