AI Visibility Scorecard
Precision Cold — Patented Energy
precisioncoldsupply.com · E-commerce
Borderline visible. AI bots can crawl Precision Cold — Patented Energy, 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 9 times
Meta AI · Claude · Apple Intelligence · ChatGPT
#465,914 of 738,818 in E-commerce for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.6/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About Precision Cold — Patented Energy
from our crawl and measurement
Precision Cold Patented Energy describes itself simply: "Patented drop-in refrigerants that cut compressor energy use up to 40%, AHRI-700 compliant, no equipment changes, 10+ years of independent lab and field validation." When AI engines look at it, they find little to work with. It scores 3.6 out of 10.
Our crawl found structured data on the page (Organization), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
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 3.6/10, Precision Cold — Patented Energy is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What does your system run today?
Pick your current refrigerant — we'll show the drop-in that replaces it.R-410AR-22R-134AR-404AR-407AR-407CZR-410ADirect replacementAir conditioning systems · Heat pumps · Refrigeration units$240Add to cartDetailsThe lineup
Outfitting a facility or a fleet?
Volume pricing, deployment guidance, and measurement & verification support for multi-site rollouts.Request volume pricingEPA Section 608: regulated refrigerants are sold only to certified technicians and qualifying businesses.
Is this your brand?
The exact fixes for Precision Cold — Patented Energy
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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.
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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/precisioncoldsupply
Cite this score: Engagemii (2026). "AEO Score for Precision Cold — Patented Energy." Retrieved from https://engagemii.com/aeo/brands/precisioncoldsupply
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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