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AI Visibility Scorecard
ColdNet
coldnet.com · consumer goods
Borderline visible. AI bots can crawl ColdNet, 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.
AI engines read this profile 1 times
Claude
#198,526 of 510,772 in E-commerce for AI visibility
4.9
/10
AEO Score
About ColdNet
from our crawl and measurement
"Order online quality HVAC equipment and tools you can afford. Authorized distributors of Everwell and Daizuki mini splits and spare parts. Fast and reliable shipping with FedEx." That is how ColdNet introduces itself. When AI engines look at it, they find little to work with. It scores 4.9 out of 10.
On its own pages the site does well on a clearly stated business identity and crawler access and the files AI engines look for. It is passable on some structured data and a workable page structure. What holds it back is credibility markers like credentials or reviews and sitemaps and entity links AI can follow.
Off the page, other sites link to it. Beyond that, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). The site links to no social profiles, so there is nothing tying the brand to a wider presence. The business dates to 2017.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
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
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
5
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 4.9/10, ColdNet is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for ColdNet
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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/coldnet
Cite this score: Engagemii (2026). "AEO Score for ColdNet." Retrieved from https://engagemii.com/aeo/brands/coldnet
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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