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AI Visibility Scorecard
Cold Room & Freezer Room | Walk In Chiller
coldroomsdirect.com · Home & Living
Somewhat visible. AI bots can read Cold Room & Freezer Room | Walk In Chiller, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Meta AI · Claude
#28,855 of 1,235,726 in Home & Living for AI visibility
6.2
/10
AEO Score
About Cold Room & Freezer Room | Walk In Chiller
from our crawl and measurement
Cold Room & Freezer Room is a London business whose own site puts it this way: "Cold room installation across London from £6,000. Walk-in chillers, walk-in freezers & bespoke cold storage. F-Gas certified engineers. Free site survey within 24 hrs." Its AI visibility score is 6.2 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), 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). By its own structured data it is a home services business.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
10
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
7
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 6.2/10, Cold Room & Freezer Room | Walk In Chiller has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Cold Room & Freezer Room | Walk In Chiller
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Cold Room & Freezer Room | Walk In Chiller.
Source & Attribution
Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/coldroomsdirect
Cite this score: Engagemii (2026). "AEO Score for Cold Room & Freezer Room | Walk In Chiller." Retrieved from https://engagemii.com/aeo/brands/coldroomsdirect
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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