What is the best strategy for negotiating interest rates with car salesmen in the Boston market when buying my very first vehicle
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the best strategy for negotiating interest rates with car salesmen in the Boston market when buying my very first vehicle
2 real searches · 1 real-search pass
2026 current auto loan APR rates Massachusetts Boston credit unions dealer financing rate markup Massachusetts attorney general auto financingGoogle ↗
OBSERVEDConsequence
Massachusetts auto dealer financing interest rate markup consumer protection auto loan APR FTC CFPBGoogle ↗
OBSERVEDOther / navigational
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
2026 current auto loan APR rates Massachusetts Boston credit unions dealer financing rate markup Massachusetts attorney general auto financing Google ↗
Massachusetts auto dealer financing interest rate markup consumer protection auto loan APR FTC CFPB Google ↗
- Motor vehicle financing for consumers · mass.gov
- What to know about buying or leasing a car · mass.gov
- Financing or Leasing a Car · consumer.ftc.gov
- Car Dealer Ads and Promotions: Know Before You Go · consumer.ftc.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 current auto loan APR rates Massachusetts Boston credit unions dealer financing rate markup Massachusetts attorney general auto financing OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
Massachusetts auto dealer financing interest rate markup consumer protection auto loan APR FTC CFPB OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |