AI Visibility Scorecard
John’s Heating, Cooling, and Plumbing
justcalljohns.com · Home & Living
Borderline visible. AI bots can crawl John’s Heating, Cooling, and Plumbing, 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 21 times
Claude · Meta AI · Apple Intelligence · ShapBot
#28,515 of 1,376,760 in Home & Living for AI visibility
<1
4
AEO Visibility
iBorderline · 4.2/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About John’s Heating, Cooling, and Plumbing
from our crawl and measurement
John’s Heating, Cooling, and Plumbing is a Mesa, AZ business whose own site puts it this way: "Trust John’s Heating, Cooling, and Plumbing for all your HVAC and Plumbing needs in Mesa. With over 56 years of experience, we provide expert solutions and lasting peace of mind for." 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 (HVACBusiness, Plumber) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic). By its own structured data it is a plumbing business.
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
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Strong
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
Strong
Inbound links from other sites.
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, John’s Heating, Cooling, and Plumbing is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for John’s Heating, Cooling, and Plumbing
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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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/justcalljohns
Cite this score: Engagemii (2026). "AEO Score for John’s Heating, Cooling, and Plumbing." Retrieved from https://engagemii.com/aeo/brands/justcalljohns
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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