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AI Visibility Scorecard
Boiler Services Edinburgh
boilerservicesedinburgh.com · Home & Living
Borderline visible. AI bots can crawl Boiler Services Edinburgh, 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
#445,345 of 1,302,356 in Home & Living for AI visibility
5
AEO Visibility
iBorderline · 4.9/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
About Boiler Services Edinburgh
from our crawl and measurement
Boiler Services Edinburgh describes itself simply: "Book boiler services in Edinburgh from Gas Safe registered engineers. Fixed-price servicing, repairs, installations and cover plans across the city." When AI engines look at it, they find little to work with. It scores 4.9 out of 10.
Our crawl found structured data on the page (FAQPage), an llms.txt file for AI models and 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
10
Clear headings and answer-style content.
Entity Clarity
8
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
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
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 4.9/10, Boiler Services Edinburgh is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Boiler Services Edinburgh
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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 September 15, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/boilerservicesedinburgh
Cite this score: Engagemii (2026). "AEO Score for Boiler Services Edinburgh." Retrieved from https://engagemii.com/aeo/brands/boilerservicesedinburgh
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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