RECORD: EAR-CHIJFRHJ|SOURCE: USER_INPUT|CACHED: 11/30/2025|AUDITED: 1436 in ONTARIO|STATUS: AUDIT_COMPLETE|
RECORD: EAR-CHIJFRHJ|SOURCE: USER_INPUT|CACHED: 11/30/2025|AUDITED: 1436 in ONTARIO|STATUS: AUDIT_COMPLETE|
AI Readability Audit

P.O.M. Heating and Cooling Ltd.
🔓 Unclaimed

http://www.pomhc.ca/43 Wilmar Rd, Etobicoke, ON M9B 3R8, CanadaFurnace repair service 4.8 (24 reviews)
Print Report

AI Trust Index

Composite confidence score for AI inference.

35/100
Identity Signal23/25

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

Legitimacy Signal12/35

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.

"P.O.M. Heating and Cooling Ltd. 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
P.O.M. Heating and Cooling Ltd.
Physical Address
Maps Only
43 Wilmar Rd, Etobicoke, ON M9B 3R8, Canada
Phone Number
Mismatch Risk
+1 647-379-9571
Website URL
Active
http://www.pomhc.ca/
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.pomhc.ca

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 "Furnace repair service" in "Etobicoke, ONTARIO"
[ANALYZING]Candidate: P.O.M. Heating and Cooling Ltd.
[MATCH]Location: Verified via Google Maps
[DATA]Rating: 4.8 (24 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.