RECORD: EAR-CHIJYCZU|SOURCE: USER_INPUT|CACHED: 11/30/2025|AUDITED: 876 in ONTARIO|STATUS: AUDIT_COMPLETE|
RECORD: EAR-CHIJYCZU|SOURCE: USER_INPUT|CACHED: 11/30/2025|AUDITED: 876 in ONTARIO|STATUS: AUDIT_COMPLETE|
AI Readability Audit

PK heating and Cooling inc.
🔓 Unclaimed

http://www.pkhvac.com/251 Consumers Rd #1200, North York, ON M2J 4R3, CanadaHVAC contractor 5.0 (11 reviews)
Print Report

AI Trust Index

Composite confidence score for AI inference.

38/100
Identity Signal23/25

AI can locate your business. Address, phone, website all confirmed.

Legitimacy Signal15/35

Weak social proof. AI has little to verify you're active and trusted.

Readability Signal0/40

No structured data. AI can't read your credentials—it has to guess.

"PK heating and Cooling inc. is difficult for AI to verify. Without structured data, AI tools can't confirm your credentials—and they'll recommend someone who has it instead."

When customers ask AI "is this contractor licensed?"—there's no answer. Your credentials exist, but AI can't read them.

Public Knowledge Graph Entry

LIVE_READ
Entity Name
Detected
PK heating and Cooling inc.
Physical Address
Maps Only
251 Consumers Rd #1200, North York, ON M2J 4R3, Canada
Phone Number
Mismatch Risk
(888) 381-5406
Website URL
Active
http://www.pkhvac.com/
License Signal
Not Readable
NULL / Unstructured
Insurance Signal
Not Readable
NULL / Unstructured
Schema.org Type
Missing
Not Found

Note: "Not Readable" does not imply the business is unlicensed or uninsured. It indicates that credential data is not structured in a format that AI agents can autonomously verify.

Digital Surface Scan

1920x1080| 390x844

Scanned: 11/30/2025
https://www.pkhvac.com

Visual Site Content Detected

Schema Missing
Unverified
> INITIALIZING VIEWPORT [DESKTOP]... OK
> SWITCHING VIEWPORT [MOBILE]... OK
> ANALYZING DOM STRUCTURE... DONE
> CHECKING JSON-LD... NOT FOUND
AGENT_REASONING_LOG
LIVE_SIMULATION
$ GOAL: Find licensed "HVAC contractor" in "North York, ONTARIO"
[ANALYZING]Candidate: PK heating and Cooling inc.
[MATCH]Location: Verified via Google Maps
[DATA]Rating: 5.0 (11 Reviews)
[WARN]Consistency: Discrepancy in contact data detected.
[FAIL]Schema Structure: Unstructured / Missing
[FAIL]License Signal: Not verified. Add license to unlock full AI trust.
[FAIL]Insurance Signal: Not verified. Add insurance to complete your profile.
[DECISION]EXCLUDE CANDIDATE

> Reason: Insufficient data trust signals.
> Action: Filter out to avoid hallucination.
> Safe Bet: False

Analysis completed in 12ms. 60% of searches now end without a click. AI answers directly—unstructured businesses get filtered out.

Objective Analysis

This is not a judgment of service quality. It is a measurement of data machine-readability. The world is changing—to be visible to AI, your business credentials must be structured and verified.

Level up your data profile →

Is this your business?

Get notified when you can claim and improve your AI visibility score.