What strategies work best for negotiating the out-the-door price on a used luxury vehicle sitting on a non-luxury franchise lot?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What strategies work best for negotiating the out-the-door price on a used luxury vehicle sitting on a non-luxury franchise lot?
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
FTC car buying dealer add-ons out the door price used car negotiation fees Google ↗
used car negotiation days on market comparable listings dealer inventory financing consumer advice Google ↗
- Buying a Used Car From a Dealer · consumer.ftc.gov
- Car Dealer Ads and Promotions: Know Before You Go · consumer.ftc.gov
- How Long Has a Dealership Had a Car? · autotrader.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
FTC car buying dealer add-ons out the door price used car negotiation fees OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
used car negotiation days on market comparable listings dealer inventory financing consumer advice OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |