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AI Readiness Audit Report

Pennings Mechanical

2515 Kossuth Rd, Cambridge, ON N3H 4R6, Canada

ID: j97ez3vh3crywt8mrtbwpazy4d7wg4anDATE: 12/2/2025
43Trust Index

AI Visibility Assessment

This report analyzes the machine-readability of Pennings Mechanical across the digital ecosystem. An AI Trust Index of 43/100 indicates a low 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
13/ 35 PTS

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

Readability
5/ 35 PTS

Presence of structured JSON-LD code for machine comprehension.

Digital Knowledge Graph

Data SignalDetected ValueStatus
Entity NamePennings Mechanical
Detected
Physical Address2515 Kossuth Rd, Cambridge, ON N3H 4R6, Canada
Maps Only
Phone Number+1 519-710-4822
Mismatch Risk
Website URLhttps://penningsmechanical.com/
Active
Schema.org TypeNot Detected
Missing

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