RECORD: EAR-CHIJQXDM|SOURCE: USER_INPUT|CACHED: 11/30/2025|AUDITED: 614 in QUEBEC|STATUS: AUDIT_COMPLETE|
RECORD: EAR-CHIJQXDM|SOURCE: USER_INPUT|CACHED: 11/30/2025|AUDITED: 614 in QUEBEC|STATUS: AUDIT_COMPLETE|
AI Readability Audit

Vague & Vogue
🔓 Unclaimed

https://www.vagueetvogue.com/fr/14915 Boul. de PierrefondsMagasin d'articles de salle de bains 4.1 (113 reviews)
Print Report

AI Trust Index

Composite confidence score for AI inference.

52/100
Identity Signal25/25

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

Legitimacy Signal20/35

Some reputation signals. Reviews exist but data is thin.

Readability Signal7/40

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

"Vague & Vogue 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
Verified Match
Vague & Vogue
Physical Address
Maps Only
14915 Boul. de Pierrefonds
Phone Number
Mismatch Risk
+1 514-620-3125
Website URL
Active
https://www.vagueetvogue.com/fr/
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: 11/30/2025
https://www.vagueetvogue.com/fr

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 "Magasin d'articles de salle de bains" in "Pierrefonds, QUEBEC"
[ANALYZING]Candidate: Vague & Vogue
[MATCH]Location: Verified via Google Maps
[DATA]Rating: 4.1 (113 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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