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AI Visibility Scorecard
New Clyde boilers, Warranty support, Service and Spares
carnotconsult.com · Manufacturing & Industrial
Borderline visible. AI bots can crawl New Clyde boilers, Warranty support, Service and Spares, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#212,706 of 238,849 in Manufacturing & Industrial for AI visibility
3.2
/10
AEO Score
About New Clyde boilers, Warranty support, Service and Spares
from our crawl and measurement
"Carnot Consult Ltd provide new Clyde boilers, warranty support, service and spares for boilers sold by Clyde Energy Solutions Ltd and Clyde Combustions Ltd." That is how Carnot Consult introduces itself. When AI engines look at it, they find little to work with. It scores 3.2 out of 10.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
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 3.2/10, New Clyde boilers, Warranty support, Service and Spares is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for New Clyde boilers, Warranty support, Service and Spares
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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.
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Source & Attribution
Scored by Engagemii on August 29, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/carnotconsult
Cite this score: Engagemii (2026). "AEO Score for New Clyde boilers, Warranty support, Service and Spares." Retrieved from https://engagemii.com/aeo/brands/carnotconsult
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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