AI Visibility Scorecard
M3 Plumbing, Heating, & Cooling, LLC
m3phc.com · Home & Living
Borderline visible. AI bots can crawl M3 Plumbing, Heating, & Cooling, LLC, 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 9 times
Meta AI · Claude · Apple Intelligence · ShapBot
#811,149 of 1,376,580 in Home & Living for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 29% of Home & Living companies
4
AEO Visibility
iNear-invisible · 3.6/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
0
AI Adoption
iNone detected · 0/100
About M3 Plumbing, Heating, & Cooling, LLC
from our crawl and measurement
m3phc.com, based in Peralta, NM, describes itself simply: "Trusted HVAC and plumbing pros in Los Lunas, NM. Reliable heating, cooling & plumbing services for homes and businesses." When AI engines look at it, they find little to work with. It scores 3.6 out of 10.
Our crawl found structured data on the page (WebSite, HVACBusiness), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
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
Good
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
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 3.6/10, M3 Plumbing, Heating, & Cooling, LLC is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why Choose Us?
Licensed, Bonded & Insured We meet all professional standards and are fully licensed, bonded, and insured for your peace of mind. Locally Owned & Operated As a New Mexico-based business, we proudly serve our community with integrity and personalized service. Residential & Commercial We provide plumbing, heating, and cooling solutions tailored to homeowners and business owners.
Is this your brand?
The exact fixes for M3 Plumbing, Heating, & Cooling, 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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for M3 Plumbing, Heating, & Cooling, LLC.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/m3phc
Cite this score: Engagemii (2026). "AEO Score for M3 Plumbing, Heating, & Cooling, LLC." Retrieved from https://engagemii.com/aeo/brands/m3phc
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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