AI Visibility Scorecard
coldsmith.co
coldsmith.co · Food & Beverage
At 2.35/10, coldsmith.co is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Backlinks, Domain Trust and News Mentions. That is fixable, and the signals below show where to start.
AI engines read this profile 2 times
Claude
Top 10% in Food & Beverage for AI visibility
7
AI Naming Predictability
iRarely named · 7/100
Food & Beverage average 12
Top 45% of Food & Beverage
See what's behind this score →2.35
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Food & Beverage average 2. Claim your page and Engagemii is your first.
See what's behind this score →35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
Food & Beverage average 18
See what's behind this score →0
About coldsmith.co
from our crawl and measurement
coldsmith.co is a business whose own site puts it this way: "Trust in the quality of our products. Cold Smith Enterprises takes pride in delivering solutions crafted with meticulous attention to detail, ensuring." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 2.35 out of 10.
Our crawl found structured data on the page (Person, Organization, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have read this profile 2 times in our tracking, including ClaudeBot (Anthropic).
- Company ·
- coldsmith.co
- Website ·
- coldsmith.co
- Industry ·
- Food & Beverage
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
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.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 read your site and name it in answers. At 2.35/10, coldsmith.co is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
What types of cold rooms do you offer?
We offer pharma cold rooms, modular cold rooms, blast freezers, walk-in chillers, freezer rooms, and ripening chambers for different industries.
What temperature range can your cold rooms maintain?
Our cold rooms can maintain a wide range of temperatures, from chilled storage to deep freezing, depending on your requirements.
Do you provide cold room installation services?
Yes, we provide complete cold room manufacturing, installation, and support services across India.
Can cold rooms be customized based on requirements?
Yes, we design customized cold room solutions based on your space, temperature needs, and industry requirements.
Are your cold storage systems energy-efficient?
Yes, our systems are designed to reduce power consumption while maintaining consistent cooling performance.
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/coldsmith-co
Cite this score: Engagemii (2026). "AEO Score for coldsmith.co." Retrieved from https://engagemii.com/aeo/brands/coldsmith-co
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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