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AI Visibility Scorecard
TTM Services
ttmsvc.com · Food & Beverage
Borderline visible. AI bots can crawl TTM Services, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#485,276 of 1,336,293 in Food & Beverage for AI visibility
4.7
/10
AEO Score
About TTM Services
from our crawl and measurement
"Fast, expert restaurant equipment repair in Houston, TX. Commercial ovens, fryers, grills, refrigeration & more! Serving the Greater Houston area." That is how TTM Services introduces itself. When AI engines look at it, they find little to work with. It scores 4.7 out of 10.
The site does the on-page work well, with structured data on the page (Organization, LocalBusiness, WebSite), an llms.txt file for AI models, a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
8
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
8
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
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.
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 4.7/10, TTM Services is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for TTM Services
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Your Ingredient Label Has a Story. Is Anyone Telling It?
Food is the most intimate purchase a person makes. You're deciding what goes into your body, what you feed your family, what aligns with your values. That decision deserves more than a label and a hope.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for TTM Services.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ttmsvc
Cite this score: Engagemii (2026). "AEO Score for TTM Services." Retrieved from https://engagemii.com/aeo/brands/ttmsvc
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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