Are dealership extended warranties negotiable on new commercial vehicle purchases and what should I counteroffer in the Pittsburgh market
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are dealership extended warranties negotiable on new commercial vehicle purchases and what should I counteroffer in the Pittsburgh market
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
Pittsburgh commercial vehicle dealership extended service contract warranty pricing negotiation new truck 2026 Google ↗
FTC vehicle service contracts negotiate price dealer warranty contract exclusions cancellation Google ↗
- Auto Warranties and Auto Service Contracts · consumer.ftc.gov
- Auto Warranties and Auto Service Contracts · consumer.ftc.gov
- What are the differences between a manufacturer’s warranty and an extended vehicle warranty or service contract? · consumerfinance.gov
- What things can I negotiate when shopping for a car or auto loan? · consumerfinance.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Pittsburgh commercial vehicle dealership extended service contract warranty pricing negotiation new truck 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
FTC vehicle service contracts negotiate price dealer warranty contract exclusions cancellation OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |