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AI Visibility Scorecard
Thomas Built Buses
thomasbuiltbuses.com · automotive
Somewhat visible. AI bots can read Thomas Built Buses, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
ChatGPT · Claude
#75,149 of 1,865,789 in Media & Entertainment for AI visibility
6.4
/10
AEO Score
About Thomas Built Buses
from thomasbuiltbuses.com
At Thomas Built Buses, we only build buses we'd want our own children to ride. That's why, from construction to customer service, all we do is guided by safety.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
2
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
4
Press and news coverage.
Community
0
No community discussion yet.
3
Reddit mentions and discussion.
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 6.4/10, Thomas Built Buses has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Thomas Built Buses
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/thomasbuiltbuses
Cite this score: Engagemii (2026). "AEO Score for Thomas Built Buses." Retrieved from https://engagemii.com/aeo/brands/thomasbuiltbuses
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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