Verified Node
AI Readiness Audit Report

Freedom HVAC

449 Dawn Ave, Angola, NY 14006

ID: j97a7fswbtsyap02414jd1ez1x7xbx1pDATE: 12/16/2025
32Trust Index

AI Visibility Assessment

This report analyzes the machine-readability of Freedom HVAC across the digital ecosystem. An AI Trust Index of 32/100 indicates a low probability of being recommended by autonomous agents (e.g., ChatGPT, Gemini, SearchGPT).

Identity
22/ 30 PTS

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

Legitimacy
10/ 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 NameFreedom HVAC
Detected
Physical Address449 Dawn Ave, Angola, NY 14006
Maps Only
Phone Number(716) 217-1922
Mismatch Risk
Website URLhttps://www.google.com/maps/search/?api=1&query=Freedom%20HVAC&query_place_id=ChIJGdjwCnTf0okRJL4n5OL3ueY
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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