#120,605 OF 357,996 IN AUTOMOTIVE
SCORE HISTORY BEGINS 2026-09-22
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AI Visibility Scorecard
Graff Chevrolet, INC
graffauctiondirect.com · Automotive
Borderline visible. AI bots can crawl Graff Chevrolet, INC, 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 1 times
ChatGPT
#120,605 of 357,996 in Automotive for AI visibility
5
AEO Visibility
iBorderline · 4.8/10
75
Muse Index Score
iAI agent readiness
Transactable · 75/100
0
AI Adoption
iNone detected · 0/100
About Graff Chevrolet, INC
from our crawl and measurement
184 new and certified and used Chevrolet trucks and SUVs for sale in Bay City, MI, based in Bay City, MI, describes itself simply: "184 new and certified and used Chevrolet trucks and SUVs for sale in Bay City, MI." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.8 out of 10.
Our crawl found structured data on the page (Organization, LocalBusiness, AutoDealer) 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
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
7
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
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 4.8/10, Graff Chevrolet, INC is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Graff Chevrolet, INC
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.
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Source & Attribution
Scored by Engagemii on September 22, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/graffauctiondirect
Cite this score: Engagemii (2026). "AEO Score for Graff Chevrolet, INC." Retrieved from https://engagemii.com/aeo/brands/graffauctiondirect
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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