We are trying to buy our very first family car this weekend, so what is the step by step negotiation process we should use at the dealership to avoid bad financing?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We are trying to buy our very first family car this weekend, so what is the step by step negotiation process we should use at the dealership to avoid bad financing?
3 real searches · 1 real-search pass
FTC buying a car financing dealer add-ons out the door price auto loan consumer adviceGoogle ↗
OBSERVEDComparison
CFPB auto loans dealer financing APR loan term add-ons consumer guideGoogle ↗
OBSERVEDOther / navigational
Kentucky motor vehicle sales tax title registration fees 2026Google ↗
OBSERVEDShort fact
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
FTC buying a car financing dealer add-ons out the door price auto loan consumer advice Google ↗
CFPB auto loans dealer financing APR loan term add-ons consumer guide Google ↗
Kentucky motor vehicle sales tax title registration fees 2026 Google ↗
- What things can I negotiate when shopping for a car or auto loan? · consumerfinance.gov
- What are the different ways to buy or finance a car or vehicle? · consumerfinance.gov
- Financing or Leasing a Car · consumer.ftc.gov
- What is a Finance and Insurance (F&I) department? · consumerfinance.gov
- Understanding Car Add-ons - Consumer Tips · ftc.gov
- Getting a Car Loan · consumer.gov
- What should I know before I finalize a car or auto loan? · consumerfinance.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
FTC buying a car financing dealer add-ons out the door price auto loan consumer advice OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
CFPB auto loans dealer financing APR loan term add-ons consumer guide OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Kentucky motor vehicle sales tax title registration fees 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 |