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AI Visibility Scorecard
Boiler Replacement Edinburgh
boilerreplacementedinburgh.com · Home & Living
Borderline visible. AI bots can crawl Boiler Replacement 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.
AI engines read this profile 1 times
ChatGPT
#672,554 of 1,300,468 in Home & Living for AI visibility
4
AEO Visibility
iBorderline · 4.4/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Boiler Replacement Edinburgh
from our crawl and measurement
New Boilers & Boiler Replacement Edinburgh is a Edinburgh, City of Edinburgh business whose own site puts it this way: "Boiler replacement & installation in Edinburgh. Worcester Bosch specialists with 10+ years' experience, A-rated boilers, free fixed-price quotes. Call 0131 510 3116." When AI engines look at it, they find little to work with. It scores 4.4 out of 10.
Our crawl found structured data on the page (HVACBusiness), 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
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
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
6
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
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 4.4/10, Boiler Replacement Edinburgh is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Boiler Replacement 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/boilerreplacementedinburgh
Cite this score: Engagemii (2026). "AEO Score for Boiler Replacement Edinburgh." Retrieved from https://engagemii.com/aeo/brands/boilerreplacementedinburgh
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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