AI Visibility Scorecard
insulationcomparisons.com · Home & Living
At 1.8/10, Insulation Comparisons is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, Backlinks and Domain Trust. That is fixable, and the signals below show where to start.
AI engines read this profile 4 times
Claude · Meta AI
3
1.8
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Home & Living average 2. Claim your page and Engagemii is your first.
See what's behind this score →5
Muse Index Score
iAI agent readiness
Basic · 5/100
Home & Living average 21
See what's behind this score →0
from our crawl and measurement
"Compare UK insulation types, get expert scores, and find trusted local installers. Free, independent, no obligation." That is how Insulation Comparisons introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 1.8 out of 10.
The site gets some of it right: it has a sitemap, a readable heading structure, substantial page content. What holds it back is what is absent, including structured data describing the business, an llms.txt file.
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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.
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.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 1.8/10, Insulation Comparisons is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
What does heat loss actually cost you?
If your home is losing heat, your heating system needs to run longer and work harder to maintain temperature. 💸 Higher energy bills Your boiler runs longer trying to replace heat that's constantly escaping through the roof and walls. 🌡️ Uneven temperatures Some rooms stay cold no matter how high the heating is turned up — a classic sign of poor insulation.
Is this your brand?
The exact fixes for Insulation Comparisons
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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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Scored by Engagemii on November 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/insulationcomparisons
Cite this score: Engagemii (2026). "AEO Score for Insulation Comparisons." Retrieved from https://engagemii.com/aeo/brands/insulationcomparisons
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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