How do I spot mandatory dealer add ons like window etching and nitrogen in tires on the window sticker, and what is the best script to refuse paying for them today?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I spot mandatory dealer add ons like window etching and nitrogen in tires on the window sticker, and what is the best script to refuse paying for them today?
1 real search · 1 real-search pass
FTC car dealer add-on products optional accessories window sticker Monroney dealer installed options 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 dealer add-on products optional accessories window sticker Monroney dealer installed options consumer advice Google ↗
- Automobile Industry Pricing Transparency: FAQs · search.ftc.gov
- Car dealerships can’t charge you for add-ons you don’t want · consumer.ftc.gov
- Buying a Used Car From a Dealer · consumer.ftc.gov
- Case: 24-60013 Document: 151-1 Page: 1 Date Filed: 01/27/2025 · ca5.uscourts.gov
- Revision of the Negative Option Rule, Withdrawal of the CARS Rule, Removal of the Non-Compete Rule To Conform These Rules to Federal Court Decisions · thefederalregister.org