AI Visibility Scorecard
Castrads
castrads.com · Real Estate
Borderline visible. AI bots can crawl Castrads, 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 6 times
Claude · ChatGPT · Meta AI
#3,452 of 722,040 in Real Estate for AI visibility
56
AI Naming Predictability
iRarely named · 56/100
Real Estate average 4
Top 1% of Real Estate
See what's behind this score →5
-
Network Authority
iNot connected yet
Real Estate average 0.0
0 relationships · Real Estate average 1
See what's behind this score →43
Muse Index Score
iAI agent readiness
Agent-ready · 43/100
Real Estate average 13
See what's behind this score →0
About Castrads
from our crawl and measurement
"We make cast iron radiators built to last for centuries. Visit us in SoHo, Lower Manhattan and Sunset Park, Brooklyn." That is how Castrads of Stockport introduces itself. When AI engines look at it, they find little to work with. It scores 4.7 out of 10.
On its own pages the site does well on a clearly stated business identity and sitemaps and entity links AI can follow. It is passable on some structured data and basic crawler access. What holds it back is a heading structure that lays out what it offers and credibility markers like credentials or reviews.
Off the page, other sites link to it and it comes up on Reddit. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on and nobody is discussing it where AI engines look. 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). It does link out to several social profiles, which helps engines tie the brand together. By its own structured data it is a retail business.
- Company ·
- Castrads
- Website ·
- castrads.com
- Industry ·
- Real Estate
- Location ·
- Stockport
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Aug 1, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
Clear headings and answer-style content.
Entity Clarity
Strong
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
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
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
Fair
Social discussion and mentions.
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 4.7/10, Castrads is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Castrads
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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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/castrads
Cite this score: Engagemii (2026). "AEO Score for Castrads." Retrieved from https://engagemii.com/aeo/brands/castrads
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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