Verified Node
AI Readiness Audit Report

Pan American Machine Shop

325 W U.S. Hwy 83, Pharr, TX 78577

ID: j974vew8ja672aj6a1yphyqn917x1yqdDATE: 12/10/2025
30Trust Index

AI Visibility Assessment

This report analyzes the machine-readability of Pan American Machine Shop across the digital ecosystem. An AI Trust Index of 30/100 indicates a low probability of being recommended by autonomous agents (e.g., ChatGPT, Gemini, SearchGPT).

Identity
22/ 30 PTS

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

Legitimacy
8/ 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 NamePan American Machine Shop
Detected
Physical Address325 W U.S. Hwy 83, Pharr, TX 78577
Maps Only
Phone Number(956) 787-5936
Mismatch Risk
Website URLhttps://www.google.com/maps/search/?api=1&query=Pan%20American%20Machine%20Shop&query_place_id=ChIJ26snL4WgZYYRY2zAqP6l5NE
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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