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AI Visibility Scorecard
modineheaters.com
modineheaters.com · E-commerce
Borderline visible. AI bots can crawl modineheaters.com, 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
#435,359 of 614,330 in E-commerce for AI visibility
3.7
/10
AEO Score
About modineheaters.com
from our crawl and measurement
"Modine's Hot Dawg HD heater is widely recognized as the industry's most popular residentially certified gas unit heater, with six sizes available from 30,000 to 125,000 BTUs." That is how Modine HD Gas Unit Heaters for Garages, Shops, & Greenhouses introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
7
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
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
1
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 3.7/10, modineheaters.com is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for modineheaters.com
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The $4.6 Trillion Problem Every E-Commerce Brand Ignores
Here's a number that should keep every e-commerce founder up at night: $4.6 trillion.
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Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/modineheaters
Cite this score: Engagemii (2026). "AEO Score for modineheaters.com." Retrieved from https://engagemii.com/aeo/brands/modineheaters
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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