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RECORD: EAR-CHIJ7RYH|SOURCE: USER_INPUT|CACHED: 12/1/2025|AUDITED: 1436 in ONTARIO|STATUS: AUDIT_COMPLETE|
RECORD: EAR-CHIJ7RYH|SOURCE: USER_INPUT|CACHED: 12/1/2025|AUDITED: 1436 in ONTARIO|STATUS: AUDIT_COMPLETE|
AI Readability Audit

Aire Max Heating & Cooling Inc.
🔓 Unclaimed

https://www.airemax.ca/?utm_campaign=gmb647 Sheppard Ave W, North York, ON M3H 2S4, CanadaAir conditioning contractor 4.8 (352 reviews)
Print Report

AI Trust Index

Composite confidence score for AI inference.

58/100
Identity Signal25/25

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

Legitimacy Signal18/35

Some reputation signals. Reviews exist but data is thin.

Readability Signal15/40

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

"Aire Max Heating & Cooling Inc. has some AI visibility gaps. When customers ask AI assistants 'who should I hire?', incomplete data means you might not make the answer."

Visibility gaps detected. Structured data would help AI recommend you.

Public Knowledge Graph Entry

LIVE_READ
Entity Name
Detected
Aire Max Heating & Cooling Inc.
Physical Address
Maps Only
647 Sheppard Ave W, North York, ON M3H 2S4, Canada
Phone Number
Mismatch Risk
+1 416-843-1321
Website URL
Active
https://www.airemax.ca/?utm_campaign=gmb
License Signal
Not Readable
NULL / Unstructured
Insurance Signal
Not Readable
NULL / Unstructured
Schema.org Type
Missing
LocalBusiness

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: 12/1/2025
https://www.airemax.ca/?utm_campaign=gmb

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 "Air conditioning contractor" in "North York, ONTARIO"
[ANALYZING]Candidate: Aire Max Heating & Cooling Inc.
[MATCH]Location: Verified via Google Maps
[DATA]Rating: 4.8 (352 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.

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