O'BRIEN REFRIGERATION LLC

1421 Redwood Crk, Seguin, TX 78155

ID: j97e607sxzm1e2e6hanwkx5d2x7xamvkDATE: 12/15/2025

32Trust Index

AI Visibility Assessment

This report analyzes the machine-readability of O'BRIEN REFRIGERATION LLC across the digital ecosystem. An AI Trust Index of 32/100 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

2/ 35 PTS

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

Readability

5/ 35 PTS

Presence of structured JSON-LD code for machine comprehension.

Digital Knowledge Graph

Data Signal	Detected Value	Status
Entity Name	O'BRIEN REFRIGERATION LLC	Detected
Physical Address	1421 Redwood Crk, Seguin, TX 78155	Maps Only
Phone Number	+1 830-743-1899	Mismatch Risk
Website URL	https://www.google.com/maps/search/?api=1&query=O'BRIEN%20REFRIGERATION%20LLC&query_place_id=ChIJc925L9q3XIYRFy6cVQ1hRxE	Active
Schema.org Type	Not Detected	Missing

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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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REPORT GENERATED AUTOMATICALLY