What are the best negotiation tactics that actually work when buying a car at a traditional dealership on a busy Saturday afternoon like today?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the best negotiation tactics that actually work when buying a car at a traditional dealership on a busy Saturday afternoon like today?
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
car buying negotiation out the door price dealer add-ons financing FTC consumer advice 2026 Google ↗
Texas car buying dealership negotiation doc fee add-ons out the door price attorney general consumer advice Google ↗
- Financing or Leasing a Car · consumer.ftc.gov
- Understanding Car Add-ons - Consumer Tips · ftc.gov
- Car dealerships can’t charge you for add-ons you don’t want · consumer.ftc.gov
- What things can I negotiate when shopping for a car or auto loan? · consumerfinance.gov
- Can I negotiate a car loan interest rate with the dealer? · consumerfinance.gov
- Can the dealer increase the interest rate after I drive the vehicle home? · consumerfinance.gov
- Buying a New or Used Car · texasattorneygeneral.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
car buying negotiation out the door price dealer add-ons financing FTC consumer advice 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Texas car buying dealership negotiation doc fee add-ons out the door price attorney general consumer advice OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |