RECORD: EAR-CHIJ-ZG5|SOURCE: USER_INPUT|CACHED: 11/30/2025|AUDITED: 463 in QUEBEC|STATUS: AUDIT_COMPLETE|
RECORD: EAR-CHIJ-ZG5|SOURCE: USER_INPUT|CACHED: 11/30/2025|AUDITED: 463 in QUEBEC|STATUS: AUDIT_COMPLETE|
AI Readability Audit

Nelco Inc
🔓 Unclaimed

http://www.nelco.ca/5510 Rue Saint-JacquesPlombier 4.0 (43 reviews)
Print Report

AI Trust Index

Composite confidence score for AI inference.

43/100
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 Signal0/40

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

"Nelco 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
Verified Match
Nelco Inc
Physical Address
Maps Only
5510 Rue Saint-Jacques
Phone Number
Mismatch Risk
+1 514-481-5614
Website URL
Active
http://www.nelco.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.nelco.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 "Plombier" in "Montreal, QUEBEC"
[ANALYZING]Candidate: Nelco Inc
[MATCH]Location: Verified via Google Maps
[DATA]Rating: 4.0 (43 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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