Verified Node
AI Readiness Audit Report

Harbor Freight

2716 South Expressway 281, Edinburg, TX 78542

ID: j97fccnhc4mt28mtawxqnmty6s7x0cp8DATE: 12/10/2025
41Trust Index

AI Visibility Assessment

This report analyzes the machine-readability of Harbor Freight across the digital ecosystem. An AI Trust Index of 41/100 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
16/ 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 NameHarbor Freight
Detected
Physical Address2716 South Expressway 281, Edinburg, TX 78542
Maps Only
Phone Number(956) 646-1212
Mismatch Risk
Website URLhttps://www.harborfreight.com/storelocator/2716-s-expressway-281-edinburg-78542?number=3374
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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