AI Visibility Scorecard
John 2:5 LLC
john25.com · Education
Somewhat visible. AI bots can read John 2:5 LLC, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude · Meta AI
#311,831 of 936,935 in Education for AI visibility
5
AEO Visibility
iBorderline · 5.1/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
About John 2:5 LLC
from our crawl and measurement
John 2:5 LLC is a New York, NY business whose own site puts it this way: "The Most Reliable Plumbing Services in San FranciscoWe can supply you with top of the line plumbing, drain cleaning, sprinkler work, water heaters and much, much more." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.1 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (BreadcrumbList, Organization, WebPage), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
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
Strong
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 5.1/10, John 2:5 LLC has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
How can we help you??
Drain Cleaning & RepairsWhether it is cleaning a clogged drain or replacing it, our men know what’s right and will offer you the best possible solution.Gas Line ServicesWhether you need an emergency repair or you are upgrading your home looking for new line installations, we can help.Commercial PlumbingFrom hotels to schools, we have the necessary equipment and training to provide top-quality services wherever.
Have an Emergency?
Need help with gas leakage or a clogged drain, we offer affordable emergency services that are just a call away.+1 234 567 890
Is this your brand?
The exact fixes for John 2:5 LLC
Which AI engines already crawl you
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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 August 12, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/john25
Cite this score: Engagemii (2026). "AEO Score for John 2:5 LLC." Retrieved from https://engagemii.com/aeo/brands/john25
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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