Verified Node
AI Readiness Audit Report

Lincoln Contractors | Siding, Windows & Eavestrough

150 Main St E, Grimsby, ON L3M 1P1, Canada

ID: j97c57zgemrhsphcsg7d58pk917wgyf6DATE: 12/2/2025
55Trust Index

AI Visibility Assessment

This report analyzes the machine-readability of Lincoln Contractors | Siding, Windows & Eavestrough across the digital ecosystem. An AI Trust Index of 55/100 indicates a moderate probability of being recommended by autonomous agents (e.g., ChatGPT, Gemini, SearchGPT).

Identity
25/ 30 PTS

Consistency of Name, Address, and Phone data across Maps and Website.

Legitimacy
15/ 35 PTS

Verified operational status via reviews, ratings, and cross-reference checks.

Readability
15/ 35 PTS

Presence of structured JSON-LD code for machine comprehension.

Digital Knowledge Graph

Data SignalDetected ValueStatus
Entity NameLincoln Contractors | Siding, Windows & Eavestrough
Detected
Physical Address150 Main St E, Grimsby, ON L3M 1P1, Canada
Maps Only
Phone Number+1 289-990-9690
Mismatch Risk
Website URLhttps://www.lincolncontractors.ca/
Active
Schema.org TypeLocalBusiness
Missing

About Verified Node

Verified Node is the standard for AI-ready business verification. We audit digital entities to ensure they are visible, consistent, and trusted by the autonomous economy.

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