Verified Node
AI Readiness Audit Report

Shovelhead Stump Grinding LLC

Jason Klein, 1971 Ridge Rd, Lewiston, NY 14092

ID: j97cezbxkbc7q4f1tmcykpmbv97xaegnDATE: 12/15/2025
38Trust Index

AI Visibility Assessment

This report analyzes the machine-readability of Shovelhead Stump Grinding LLC across the digital ecosystem. An AI Trust Index of 38/100 indicates a low probability of being recommended by autonomous agents (e.g., ChatGPT, Gemini, SearchGPT).

Identity
21/ 30 PTS

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

Legitimacy
12/ 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 SignalDetected ValueStatus
Entity NameShovelhead Stump Grinding LLC
Detected
Physical AddressJason Klein, 1971 Ridge Rd, Lewiston, NY 14092
Maps Only
Phone NumberNot Found
Missing
Website URLhttps://www.google.com/maps/search/?api=1&query=Shovelhead%20Stump%20Grinding%20LLC&query_place_id=ChIJT3l3TBth04kRZqyDALJG99k
Active
Schema.org TypeNot Detected
Missing

About Verified Node

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