How do I use online pricing tools to negotiate a better out the door price at the dealership without getting ripped off?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I use online pricing tools to negotiate a better out the door price at the dealership without getting ripped off?
1 real search · 1 real-search pass
FTC car buying out the door price dealer add-ons fees written price quote consumer adviceGoogle ↗
OBSERVEDComparison
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
FTC car buying out the door price dealer add-ons fees written price quote consumer advice Google ↗
- Visit KBB · kbb.com
- Visit Edmunds · edmunds.com
- Visit CarGurus · cargurus.com
- Visit TrueCar · truecar.com
- Visit Consumer Reports · consumerreports.org
- Car Dealer Ads and Promotions: Know Before You Go · consumer.ftc.gov
- Buying a Used Car From a Dealer · consumer.ftc.gov
- Financing or Leasing a Car · consumer.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
- FTC Publishes Price Transparency FAQs for Auto Dealers · ftc.gov
- Automobile Industry Pricing Transparency: FAQs · ftc.gov
- ReportFraud.ftc.gov · reportfraud.ftc.gov