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AI Visibility Scorecard
Heatcraft Refrigeration Products
heatcraftrpd.com · mechanical or industrial engineering
Somewhat visible. AI bots can read Heatcraft Refrigeration Products, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#42,084 of 1,864,764 in Media & Entertainment for AI visibility
6.6
/10
AEO Score
About Heatcraft Refrigeration Products
from our crawl and measurement
Heatcraft Refrigeration Products, based in Stone Mountain, GA, describes itself simply: "All products are backed by some of the best warranties in the industry, ensuring years of reliable performance." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.6 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: a clearly stated business identity and sitemaps and entity links AI can follow. It is passable on a workable page structure, a few credibility markers and basic crawler access. What holds it back is structured data describing the business.
Away from its own site, other sites link to it and AI engines recognise it as a distinct business. There is some, but not much, sign that the domain is only lightly established and it barely surfaces on Reddit. Beyond that, there is no press coverage to draw on and nobody is discussing it where AI engines look.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). It does link out to several social profiles, which helps engines tie the brand together. The business dates to 1990.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
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
5
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
10
Inbound links from other sites.
Domain Trust
4
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
1
Reddit mentions and discussion.
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 6.6/10, Heatcraft Refrigeration Products has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Heatcraft Refrigeration Products
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/heatcraftrpd
Cite this score: Engagemii (2026). "AEO Score for Heatcraft Refrigeration Products." Retrieved from https://engagemii.com/aeo/brands/heatcraftrpd
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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