What strategies actually work for negotiating down aggressive dealer markups and unnecessary add-on packages on a hot new vehicle model that is currently in high demand?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What strategies actually work for negotiating down aggressive dealer markups and unnecessary add-on packages on a hot new vehicle model that is currently in high demand?
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
negotiating dealer markups add-on products new car buying consumer advice FTC dealer add-ons 2025 Google ↗
hot new car model dealer markup negotiation MSRP inventory allocation advice reputable automotive source Google ↗
- Understanding Car Add-ons - Consumer Tips · ftc.gov
- What things can I negotiate when shopping for a car or auto loan? · consumerfinance.gov
- Automobile Industry Pricing Transparency: FAQs · search.ftc.gov
- Guide to Car Pricing Terms · consumerreports.org
- How to Get a Great Deal on Your Next New Car · consumerreports.org
- What is a Finance and Insurance (F&I) department? · consumerfinance.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
negotiating dealer markups add-on products new car buying consumer advice FTC dealer add-ons 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
hot new car model dealer markup negotiation MSRP inventory allocation advice reputable automotive source OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |