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AI Visibility Scorecard
Raven Thermal Services
raventhermal.com · Sports & Recreation
At 2.4/10, Raven Thermal Services is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
#217,630 of 234,515 in Sports & Recreation for AI visibility
2.4
/10
AEO Score
About Raven Thermal Services
from our crawl and measurement
"Raven Thermal Services Where Fluid and Thermodynamics Meet AboutHeat Transfer ServicesOperations Engineering ServicesTrainingContact Us Are you getting the most out of your...." That is how Raven Thermal Services introduces itself. As far as answer engines are concerned it may as well not exist yet: 2.2 out of 10.
The gap is on the page itself: the site is missing structured data describing the business, an llms.txt file, a sitemap, which are the first things an answer engine looks for.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
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
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
1
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 2.4/10, Raven Thermal Services is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Raven Thermal Services
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Raven Thermal Services.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/raventhermal
Cite this score: Engagemii (2026). "AEO Score for Raven Thermal Services." Retrieved from https://engagemii.com/aeo/brands/raventhermal
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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