What are the most common dealer add ons like paint protection and nitrogen in tires that I should refuse to pay for when buying a car?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the most common dealer add ons like paint protection and nitrogen in tires that I should refuse to pay for when buying a car?
1 real search · 1 real-search pass
car dealer add-ons paint protection nitrogen tires VIN etching fabric protection consumer advice FTC add-on productsGoogle ↗
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
car dealer add-ons paint protection nitrogen tires VIN etching fabric protection consumer advice FTC add-on products Google ↗
- Just Say No to These Car Dealership Extras · consumerreports.org
- Buying Optional Car Products · ag.state.mn.us
- Understanding Car Add-ons - Consumer Tips · ftc.gov
- Car dealerships can’t charge you for add-ons you don’t want · consumer.ftc.gov