Need recommendations for local auto shops in Manhattan that stock and install tamper-proof bolts for catalytic converters on high-risk hybrid vehicles.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Need recommendations for local auto shops in Manhattan that stock and install tamper-proof bolts for catalytic converters on high-risk hybrid vehicles.
1 real search · 1 real-search pass
Manhattan NYC auto shop catalytic converter anti-theft shield bolts installation hybrid Prius 2026Google ↗
OBSERVEDComparison
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
Manhattan NYC auto shop catalytic converter anti-theft shield bolts installation hybrid Prius 2026 Google ↗
- Hybrid Auto Tech - P0420 & Catalytic Converter Repair, New York · p0420.org
- Hybrid Auto Tech Inc · google.com
- Custom shield service and details · bluestarbrothers.com
- Catalytic-converter protection services · huntspointauto.com