Verified Node
AI Readiness Audit Report

HVAC4less

220 Midwest Rd Unit 2A, Scarborough, ON M1P 3A9, Canada

ID: j9750fqdkzdxgg22yj0bq34kgd7wc5fjDATE: 11/30/2025
41Trust Index

AI Visibility Assessment

This report analyzes the machine-readability of HVAC4less across the digital ecosystem. An AI Trust Index of 41/100 indicates a low probability of being recommended by autonomous agents (e.g., ChatGPT, Gemini, SearchGPT).

Identity
23/ 30 PTS

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

Legitimacy
18/ 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 NameHVAC4less
Detected
Physical Address220 Midwest Rd Unit 2A, Scarborough, ON M1P 3A9, Canada
Maps Only
Phone Number(888) 386-8027
Mismatch Risk
Website URLhttp://hvac4less.ca/
Active
Schema.org TypeNot Detected
Missing

About Verified Node

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