What is the best way to negotiate the dealer doc fees and hidden add-ons at a sketchy used car lot without getting ripped off
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the best way to negotiate the dealer doc fees and hidden add-ons at a sketchy used car lot without getting ripped off
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
Virginia used car dealer processing fee documentation fee law 2026 dealer fees consumer protection Google ↗
Virginia Attorney General used car buying dealer add-ons fees out the door price consumer advice Google ↗
- Buying a Used Car From a Dealer · consumer.ftc.gov
- Car dealerships can’t charge you for add-ons you don’t want · consumer.ftc.gov
- Automobile Industry Pricing Transparency: FAQs · search.ftc.gov
- Consumers · mvdb.virginia.gov
- § 46.2-1530. Buyer's order · law.lis.virginia.gov
- FTC Takes Action Against Auto Dealer Group · mvdb.virginia.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Virginia used car dealer processing fee documentation fee law 2026 dealer fees consumer protection OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Virginia Attorney General used car buying dealer add-ons fees out the door price consumer advice OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |