Verified Node
AI Readiness Audit Report

Guzman & Munoz Engineering

2020 E Expressway 83, Mercedes, TX 78570

ID: j970ae3wg53zgqr3kqzm5j6zvs7x0f85DATE: 12/11/2025
35Trust Index

AI Visibility Assessment

This report analyzes the machine-readability of Guzman & Munoz Engineering across the digital ecosystem. An AI Trust Index of 35/100 indicates a low probability of being recommended by autonomous agents (e.g., ChatGPT, Gemini, SearchGPT).

Identity
23/ 30 PTS

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

Legitimacy
5/ 35 PTS

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

Readability
7/ 35 PTS

Presence of structured JSON-LD code for machine comprehension.

Digital Knowledge Graph

Data SignalDetected ValueStatus
Entity NameGuzman & Munoz Engineering
Verified Match
Physical Address2020 E Expressway 83, Mercedes, TX 78570
Maps Only
Phone Number(956) 565-4637
Mismatch Risk
Website URLhttp://www.gmes.biz/
Active
Schema.org TypeLocalBusiness
Missing

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