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AI Visibility Scorecard
HEATTRAN
heattran.com · Manufacturing & Industrial
Somewhat visible. AI bots can read HEATTRAN, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#64,698 of 228,646 in Manufacturing & Industrial for AI visibility
5.2
/10
AEO Score
About HEATTRAN
from our crawl and measurement
HEATTRAN is a Collinsville, OK business whose own site puts it this way: "Shell & Tube Heat Exchangers, Air Coolers. API 661, API 660, Heat Exchangers, Fin Fan Coolers, Exchanger Manufacturer, Exchanger Fabricator, Shell and Tube." Its AI visibility score is 5.2 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (LocalBusiness), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
8
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
9
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
6
Inbound links from other sites.
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 5.2/10, HEATTRAN has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for HEATTRAN
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for HEATTRAN.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/heattran
Cite this score: Engagemii (2026). "AEO Score for HEATTRAN." Retrieved from https://engagemii.com/aeo/brands/heattran
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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