AI Visibility Scorecard
Thermal Precision
thermalprecisiontech.com · Home & Living
At 1.86/10, Thermal Precision is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Backlinks, Domain Trust and News Mentions. That is fixable, and the signals below show where to start.
AI engines read this profile 5 times
Claude · Meta AI · Parallel
<1
1.86
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Home & Living average 2. Claim your page and Engagemii is your first.
See what's behind this score →25
Muse Index Score
iAI agent readiness
Basic · 25/100
Home & Living average 21
See what's behind this score →0
About Thermal Precision
from our crawl and measurement
"Top commercial refrigeration service experts providing installation, repair, and maintenance in the Bay Area. Also offering 24/7 emergency service." That is how Thermal Precision introduces itself. When AI engines look at it, they find little to work with. It scores 1.86 out of 10.
Our crawl found structured data on the page (WebSite, LocalBusiness) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have read this profile 5 times in our tracking, including ClaudeBot (Anthropic), Meta AI and ShapBot (Parallel).
- Company ·
- Thermal Precision
- Website ·
- thermalprecisiontech.com
- Industry ·
- Home & Living
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 1.86/10, Thermal Precision is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
Nobody can figure out the problem?
Let us take a look. We pride ourselves on being able to diagnose and solve the trickiest refrigeration problems, like a partially stuck valve, intermittent short circuit, or well-hidden leak. With decades of experience on a wide range of complex systems, there is nothing we haven’t seen before.
Is this your brand?
The exact fixes for Thermal Precision
Which AI engines already crawl you
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Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/thermalprecisiontech
Cite this score: Engagemii (2026). "AEO Score for Thermal Precision." Retrieved from https://engagemii.com/aeo/brands/thermalprecisiontech
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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