AI Visibility Scorecard
JF Heating & Plumbing Solutions
jfhaps.com · Home & Living
Borderline visible. AI bots can crawl JF Heating & Plumbing Solutions, 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
#28,515 of 1,376,760 in Home & Living for AI visibility
<1
4
AEO Visibility
iBorderline · 4.2/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
8
AI Adoption
iBasic · 8/100
About JF Heating & Plumbing Solutions
from our crawl and measurement
JF Heating & Plumbing works in Home & Living, based in Monkston Park, Milton Keynes. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
Our crawl found structured data on the page (Place, Plumber, Organization), a sitemap and a readable heading structure. It is missing an llms.txt file.
By its own structured data it is a plumbing business.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
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.
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 4.2/10, JF Heating & Plumbing Solutions is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why Choose JF Heating & Plumbing?
At JF Heating & Plumbing Solutions, we’re committed to providing dependable, high-quality work for every job. Whether it’s a new bathroom, an oil boiler service, or general plumbing, we focus on delivering results you can trust.As a local Milton Keynes business, we take pride in serving our community with professional, certified expertise.
Is this your brand?
The exact fixes for JF Heating & Plumbing Solutions
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for JF Heating & Plumbing Solutions.
Source & Attribution
Scored by Engagemii on September 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/jfhaps
Cite this score: Engagemii (2026). "AEO Score for JF Heating & Plumbing Solutions." Retrieved from https://engagemii.com/aeo/brands/jfhaps
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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