AI Visibility Scorecard
John's Plumbing LLC USA
johnsplumbingllc.com · Home & Living
Borderline visible. AI bots can crawl John's Plumbing LLC USA, 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 3 times
Claude · Meta AI · ShapBot
#227,505 of 1,378,261 in Home & Living for AI visibility
3
AI Naming Predictability
iRarely named · 3/100
Home & Living average 5
Top 51% of Home & Living
See what's behind this score →4
-
Network Authority
iNot connected yet
Home & Living average 0.0
0 relationships · Home & Living average 2
See what's behind this score →5
Muse Index Score
iAI agent readiness
Basic · 5/100
Home & Living average 21
See what's behind this score →0
About John's Plumbing LLC USA
from our crawl and measurement
Johns Plumbing LLC describes itself simply: "Licensed, insured residential plumbing across the USA. Emergency repairs, drain cleaning, water heater service, and more. Call for a free estimate." When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
Our crawl found structured data on the page (Plumber), a sitemap and a readable heading structure. It is missing an llms.txt file.
By its own structured data it is a plumbing business.
- Company ·
- John's Plumbing LLC USA
- Website ·
- johnsplumbingllc.com
- Industry ·
- Home & Living
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Aug 17, 2026
The 6 signals AI reads
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
Fair
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
Good
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 read your site and name it in answers. At 4/10, John's Plumbing LLC USA is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What Plumbing Services Do We Offer?
We handle eight core residential plumbing services. Every job is performed by a licensed, background-checked plumber. 🚨 Emergency Plumber Burst pipes, sewer backups, flooding, and gas leaks. Available 24/7 including nights, weekends, and holidays. 🔧 Drain Cleaning Kitchen sinks, bathroom drains, shower clogs, and main sewer line blockages. Snaking and hydro jetting available.
Why Choose Johns Plumbing LLC?
🛡️ Licensed and Insured Every plumber on our team holds a valid state plumbing license, carries full liability insurance, and is covered by workers' compensation. 🕐 24/7 Emergency Service Plumbing emergencies happen at 2am on a Sunday. We answer the phone and dispatch a plumber regardless of the hour, day, or holiday. 📋 Free Estimates We diagnose the problem and quote a price before any work begins.
Is this your brand?
The exact fixes for John's Plumbing LLC USA
Which AI engines already crawl you
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on August 17, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/johnsplumbingllc
Cite this score: Engagemii (2026). "AEO Score for John's Plumbing LLC USA." Retrieved from https://engagemii.com/aeo/brands/johnsplumbingllc
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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