Verified Node
AI Readiness Audit Report

M & M Siding, Inc. by Bruce Mosher

82 Maple Ave, Hamburg, NY 14075

ID: j976t2r4hd2z4m56p99hphq8js7xa73gDATE: 12/15/2025
40Trust Index

AI Visibility Assessment

This report analyzes the machine-readability of M & M Siding, Inc. by Bruce Mosher across the digital ecosystem. An AI Trust Index of 40/100 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
10/ 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 NameM & M Siding, Inc. by Bruce Mosher
Detected
Physical Address82 Maple Ave, Hamburg, NY 14075
Maps Only
Phone Number(716) 649-1634
Mismatch Risk
Website URLhttps://www.google.com/maps/search/?api=1&query=M%20%26%20M%20Siding%2C%20Inc.%20by%20Bruce%20Mosher&query_place_id=ChIJdeG91rYE04kR6y-OfE3KyDk
Active
Schema.org TypeNot Detected
Missing

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