How can I spot fake dealer add ons and forced markup packages on the window sticker before walking into the showroom
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How can I spot fake dealer add ons and forced markup packages on the window sticker before walking into the showroom
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 dealer add-ons optional fees window sticker dealer addendum consumer advice Google ↗
Nevada DMV dealer advertising add-ons mandatory dealer installed accessories consumer car buying Google ↗
- Car dealerships can’t charge you for add-ons you don’t want · consumer.ftc.gov
- Automobile Industry Pricing Transparency: FAQs · ftc.gov
- NAC: CHAPTER 482 - MOTOR VEHICLES AND TRAILERS: LICENSING, REGISTRATION, SALES AND LEASES · leg.state.nv.us
- Nev. Admin. Code § 482.150 - Price of vehicle advertised | State Regulations | US Law · law.cornell.edu
- 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 |
|---|---|---|---|---|---|---|---|
FTC car dealer add-ons optional fees window sticker dealer addendum consumer advice OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Nevada DMV dealer advertising add-ons mandatory dealer installed accessories consumer car buying OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |