AI Visibility Scorecard
Used Auto Dealer in Utica, NY
alanbyerforeignauto.com · Automotive
Somewhat visible. AI bots can read Used Auto Dealer in Utica, NY, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 6 times
Claude · ChatGPT · Meta AI
#21,190 of 365,731 in Automotive for AI visibility
6
AEO Visibility
iBorderline · 5.9/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
0
AI Adoption
iNone detected · 0/100
About Used Auto Dealer in Utica, NY
from our crawl and measurement
Used Auto Dealer in Utica, NY is a Directions Utica, NY business whose own site puts it this way: "Visit us for service or to test drive a used Volvo, Toyota, Chevrolet, Ford or Subaru in Utica at Alan Byer Foreign Auto. Our dealership always has a wide selection and low prices." Its AI visibility score is 5.9 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found an llms.txt file for AI models, a sitemap and a readable heading structure. It is missing structured data describing the business.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Strong
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
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 5.9/10, Used Auto Dealer in Utica, NY has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Used Auto Dealer in Utica, NY
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/alanbyerforeignauto
Cite this score: Engagemii (2026). "AEO Score for Used Auto Dealer in Utica, NY." Retrieved from https://engagemii.com/aeo/brands/alanbyerforeignauto
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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