Verified Node
AI Readiness Audit Report

FREDDY'S MECHANICAL SERVICES, LLC

3706 Shiloh Rd, Tyler, TX 75707

ID: j97bpn622r89cc996n1at6dxwn84aeyyDATE: 4/7/2026
29Trust Index

AI Visibility Assessment

This report analyzes the machine-readability of FREDDY'S MECHANICAL SERVICES, LLC across the digital ecosystem. An AI Trust Index of 29/100 indicates a low probability of being recommended by autonomous agents (e.g., ChatGPT, Gemini, SearchGPT).

Identity
19/ 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
0/ 35 PTS

Presence of structured JSON-LD code for machine comprehension.

Digital Knowledge Graph

Data SignalDetected ValueStatus
Entity NameFREDDY'S MECHANICAL SERVICES, LLC
Detected
Physical Address3706 Shiloh Rd, Tyler, TX 75707
Maps Only
Phone NumberNot Found
Missing
Website URLhttp://www.blazermech.com/
Active
Schema.org TypeNot Detected
Missing

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