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AI Visibility Scorecard
tonybatesford.com · automotive
Somewhat visible. AI bots can read Bates Ford, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Apple Intelligence
#13,040 of 319,774 in Automotive for AI visibility
6
/10
AEO Score
from our crawl and measurement
"Visit Bates Ford, your premier Ford vehicle dealership in the greater Lebanon, TN area. Call to ask about our service or visit our dealership for a test drive!." That is how Bates Ford introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.0 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: a clear heading structure, a clearly stated business identity and sitemaps and entity links AI can follow. It is passable on a few credibility markers and basic crawler access. What holds it back is structured data describing the business.
Away from its own site, 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. Those are earned elsewhere on the web, not fixed on the site itself.
AI crawlers have visited once in our tracking, including Applebot (Siri).
Higher is better · 0-10
Structured Data
2
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
8
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
8
Inbound links from other sites.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions found yet.
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 6/10, Bates Ford has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Bates Ford
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/tonybatesford
Cite this score: Engagemii (2026). "AEO Score for Bates Ford." Retrieved from https://engagemii.com/aeo/brands/tonybatesford
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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