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AI Visibility Scorecard
Tommy's Hi Tech Auto Repair
tommyht.com · Automotive
Somewhat visible. AI bots can read Tommy's Hi Tech Auto Repair, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Claude · ChatGPT
#2,927 of 331,418 in Automotive for AI visibility
6.4
/10
AEO Score
About Tommy's Hi Tech Auto Repair
from our crawl and measurement
Tommy's Hi Tech Auto Repair, based in Denton, TX, describes itself simply: "Visit Tommy’s Hi Tech Auto Repair, a full-service repair shop with expertise in all brands. We fix everything!." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.4 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebSite, Organization, LocalBusiness), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 4 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
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
9
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
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
9
Inbound links from other sites.
Domain Authority
3
Established authority for your domain.
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 6.4/10, Tommy's Hi Tech Auto Repair has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Tommy's Hi Tech Auto Repair
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 August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/tommyht
Cite this score: Engagemii (2026). "AEO Score for Tommy's Hi Tech Auto Repair." Retrieved from https://engagemii.com/aeo/brands/tommyht
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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