AI Visibility Scorecard
Texas Frozentech
txfrozentech.com · E-commerce
Somewhat visible. AI bots can read Texas Frozentech, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 12 times
Apple Intelligence · Meta AI · Claude · ShapBot
#16,539 of 738,357 in E-commerce for AI visibility
22
AI Naming Predictability
iNamed occasionally · 22/100
More likely to be named than 97% of E-commerce companies
7
AEO Visibility
iVisible · 6.5/10
50
Muse Index Score
iAI agent readiness
Transactable · 50/100
0
AI Adoption
iNone detected · 0/100
About Texas Frozentech
from our crawl and measurement
"Texas Frozentech has been creating the best commercial ice cream machines throughout the world since 2015." That is how Texas Frozentech of Plano, TX introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.5 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Organization, WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Fair
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Good
Social discussion and mentions.
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 6.5/10, Texas Frozentech has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Texas Frozentech
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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 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/txfrozentech
Cite this score: Engagemii (2026). "AEO Score for Texas Frozentech." Retrieved from https://engagemii.com/aeo/brands/txfrozentech
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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