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AI Visibility Scorecard
Boston Trade Frames Ltd
bostontradeframes.co.uk · Home & Living
Somewhat visible. AI bots can read Boston Trade Frames Ltd, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#319,104 of 1,295,627 in Home & Living for AI visibility
5
AEO Visibility
iBorderline · 5.1/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
0
AI Adoption
iNone detected · 0/100
About Boston Trade Frames Ltd
from our crawl and measurement
"A trusted window specialist with over 35 years of industry experience, we manufacture and fit high-performance windows, doors, and conservatories for both homeowners and the trade." That is how Energy Efficient Windows, Doors & Conservatories in Boston of Boston, Lincolnshire introduces itself. Its AI visibility score is 5.1 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (Place, HomeAndConstructionBusiness, Organization), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
7
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
8
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
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 5.1/10, Boston Trade Frames Ltd has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Boston Trade Frames Ltd
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on September 16, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/bostontradeframes-co-uk
Cite this score: Engagemii (2026). "AEO Score for Boston Trade Frames Ltd." Retrieved from https://engagemii.com/aeo/brands/bostontradeframes-co-uk
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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