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AI Visibility Scorecard
The Top Trade Body For Builders
federationofmasterbuilders.com · Home & Living
Borderline visible. AI bots can crawl The Top Trade Body For Builders, 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
#774,302 of 1,217,362 in Home & Living for AI visibility
4.1
/10
AEO Score
About The Top Trade Body For Builders
from our crawl and measurement
The Top Trade Body For Builders is a Farringdon, London business whose own site puts it this way: "Find trusted local builders with the Federation of Master Builders. We connect customers with quality builders who meet our high standards. We also support builders with...." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.1 out of 10.
Almost none of the machinery AI engines read is present, including structured data describing the business, an llms.txt file, a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
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 4.1/10, The Top Trade Body For Builders is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for The Top Trade Body For Builders
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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/federationofmasterbuilders
Cite this score: Engagemii (2026). "AEO Score for The Top Trade Body For Builders." Retrieved from https://engagemii.com/aeo/brands/federationofmasterbuilders
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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