Verified Node
AI Readiness Audit Report

Ledesma Heating & Air

1122 RAMONA LANE

ID: j97bbc87sgk5q13gzkrbnz6c8s84dp28DATE: 4/7/2026
20Trust Index

AI Visibility Assessment

This report analyzes the machine-readability of Ledesma Heating & Air across the digital ecosystem. An AI Trust Index of 20/100 indicates a low probability of being recommended by autonomous agents (e.g., ChatGPT, Gemini, SearchGPT).

Identity
10/ 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 NameLedesma Heating & Air
Unverified
Physical Address1122 RAMONA LANE
Maps Only
Phone Number7077995891
Mismatch Risk
Website URLNot Found
Missing
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.

© 2026 Verified Node Inc.

VERIFIEDNODE.COM

REPORT GENERATED AUTOMATICALLY