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AI Visibility Scorecard
JNC Bespoke Leadwork and Roofing
jncbespoke.com · Home & Living
Borderline visible. AI bots can crawl JNC Bespoke Leadwork and Roofing, 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
#849,027 of 1,088,538 in Home & Living for AI visibility
3.6
/10
AEO Score
About JNC Bespoke Leadwork and Roofing
from our crawl and measurement
"Specialist roofing, leadwork and lead welding across Buckinghamshire and surrounding areas. LSA-compliant leadwork, heritage conservation and bespoke metalwork." That is how JNC Bespoke Leadwork and Roofing of High Wycombe, Buckinghamshire introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.6 out of 10.
Our crawl found structured data on the page (RoofingContractor), a sitemap and a readable heading structure. It is missing an llms.txt file.
By its own structured data it is a roofing business.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 3.6/10, JNC Bespoke Leadwork and Roofing is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for JNC Bespoke Leadwork and Roofing
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 12, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/jncbespoke
Cite this score: Engagemii (2026). "AEO Score for JNC Bespoke Leadwork and Roofing." Retrieved from https://engagemii.com/aeo/brands/jncbespoke
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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