Verified Node
AI Readiness Audit Report

EDWARD'S PLUMBING

165 C.R. 458

ID: j97937pb17pscy1r3env0bx12s84a1y4DATE: 4/7/2026
40Trust Index

AI Visibility Assessment

This report analyzes the machine-readability of EDWARD'S PLUMBING 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
15/ 35 PTS

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

Readability
0/ 35 PTS

Presence of structured JSON-LD code for machine comprehension.

Digital Knowledge Graph

Data SignalDetected ValueStatus
Entity NameEDWARD'S PLUMBING
Detected
Physical Address165 C.R. 458
Maps Only
Phone Number2108444781
Mismatch Risk
Website URLhttps://edwardsph.com/locations/southfield/
Active
Schema.org TypeNot Detected
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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