What are the most effective negotiation tactics to eliminate mandatory dealer add-ons when purchasing a vehicle at MSRP today?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the most effective negotiation tactics to eliminate mandatory dealer add-ons when purchasing a vehicle at MSRP 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
2026 FTC car dealer add-ons optional products dealer advertised price buyer order consumer advice mandatory add-ons Google ↗
Arkansas Attorney General car dealer add-on fees vehicle purchase dealer installed accessories consumer protection Google ↗
- Arkansas Code § 23-112-402 (2025) - Motor vehicle dealer :: 2025 Arkansas Code :: U.S. Codes and Statutes :: U.S. Law :: Justia · law.justia.com
- 23 CAR § 410-801. Fees and disclosures · codeofarrules.arkansas.gov
- Automobile Industry Pricing Transparency: FAQs · search.ftc.gov
- FTC Publishes Price Transparency FAQs for Auto Dealers · 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
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 FTC car dealer add-ons optional products dealer advertised price buyer order consumer advice mandatory add-ons OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Arkansas Attorney General car dealer add-on fees vehicle purchase dealer installed accessories consumer protection OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |