AI Visibility Scorecard
COLDFIRE SUPPLY
coldfiresupply.com · E-commerce
Borderline visible. AI bots can crawl COLDFIRE SUPPLY, 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 3 times
Meta AI · Claude
#313,891 of 738,442 in E-commerce for AI visibility
5
AEO Visibility
iBorderline · 4.7/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About COLDFIRE SUPPLY
from our crawl and measurement
COLDFIRE is a business whose own site puts it this way: "Coldfire Extracts delivers premium-quality vape cartridges with exceptional flavor, lab-tested quality, discreet shipping, competitive prices, and reliable customer support." When AI engines look at it, they find little to work with. It scores 4.7 out of 10.
Our crawl found structured data on the page (Organization, WebSite, ImageObject), a sitemap and a readable heading structure. It is missing an llms.txt file.
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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 4.7/10, COLDFIRE SUPPLY is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What Are Coldfire Extracts?
Coldfire extracts are high-quality cannabis concentrates crafted to preserve the plant’s full spectrum of cannabinoids and terpenes. Using advanced extraction methods, Coldfire extracts capture the essence of each cannabis strain, resulting in products that are aromatic, flavorful, and highly effective. If you’re looking for a concentrate that’s true to the original flower, Coldfire extracts are a top choice.
Is this your brand?
The exact fixes for COLDFIRE SUPPLY
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 COLDFIRE SUPPLY.
Source & Attribution
Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/coldfiresupply
Cite this score: Engagemii (2026). "AEO Score for COLDFIRE SUPPLY." Retrieved from https://engagemii.com/aeo/brands/coldfiresupply
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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