Verified Node
AI Readiness Audit Report

HVAC M.D. LLC

Canyon, TEXAS

ID: j979s0rvn7shfyzvymz9b3v46984ahcyDATE: 4/7/2026
27Trust Index

AI Visibility Assessment

This report analyzes the machine-readability of HVAC M.D. LLC across the digital ecosystem. An AI Trust Index of 27/100 indicates a low probability of being recommended by autonomous agents (e.g., ChatGPT, Gemini, SearchGPT).

Identity
12/ 30 PTS

Consistency of Name, Address, and Phone data across Maps and Website.

Legitimacy
15/ 35 PTS

Verified operational status via reviews, ratings, and cross-reference checks.

Readability
0/ 35 PTS

Presence of structured JSON-LD code for machine comprehension.

Digital Knowledge Graph

Data SignalDetected ValueStatus
Entity NameHVAC M.D. LLC
Detected
Physical AddressNot Found
Missing
Phone NumberNot Found
Missing
Website URLhttp://hvacmdtx.com/?utm_source=google-gmb-maps&utm_medium=gmb-website-button&utm_campaign=locl.io&utm_content=1aa49781-63e3-4fad-a4e9-8404cfe6da3d
Active
Schema.org TypeNot Detected
Missing

About Verified Node

Verified Node is the standard for AI-ready business verification. We audit digital entities to ensure they are visible, consistent, and trusted by the autonomous economy.

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