▼ 0.4 since Jul 2026
#298,812 OF 387,028 IN LEGAL
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AI Visibility Scorecard
howmuch4boilers.com · Legal
Borderline visible. AI bots can crawl How Much Boilers, 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
Claude
#298,812 of 387,028 in Legal for AI visibility
4
AEO Visibility
iNear-invisible · 3.6/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
"Home Services Reviews Home Services Reviews Find Your Perfect Boiler Deal in Seconds Enter Your Postcode Now Get Started Your Postcode = Your Exclusive Price Rated 4.5 by...." That is how How Much Boilers introduces itself. When AI engines look at it, they find little to work with. It scores 3.4 out of 10.
The site gets some of it right: it has a readable heading structure, substantial page content. What holds it back is what is absent, including structured data describing the business, an llms.txt file, a sitemap.
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Weak
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
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, How Much Boilers is crawlable but under-signaled - fixable, and the signals above are where to start.
Why Choose howmuch4 Boilers?
When you're facing a boiler emergency, the last thing you need is more stress about whether you can trust the person coming to fix it. Yet that's exactly the position thousands of UK homeowners find themselves in every instance of boiler repair or replacement.
What Our Clients Say?
Over 1500+ Happy Customers James T Dulwich Honest engineer from howmuch4 who explained everything clearly. Didn't try to sell me a new boiler when mine just needed a simple repair. Exactly what I needed. Definitely recommend. Oliver Manchesters Boiler died on Sunday morning. HowMuch4 recommended me to Dave who came the same day. Fixed properly, fair price, no fuss. Brilliant service. Worth a recommendation.
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The exact fixes for How Much Boilers
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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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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/howmuch4boilers
Cite this score: Engagemii (2026). "AEO Score for How Much Boilers." Retrieved from https://engagemii.com/aeo/brands/howmuch4boilers
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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