What hidden dealer add-on packages are most commonly forced on buyers and how can I spot them on the window sticker
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What hidden dealer add-on packages are most commonly forced on buyers and how can I spot them on the window sticker
1 real search · 1 real-search pass
FTC car dealer add-ons optional dealer installed accessories window sticker Monroney sticker supplemental sticker 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-ons optional dealer installed accessories window sticker Monroney sticker supplemental sticker consumer advice Google ↗
- Car dealerships can’t charge you for add-ons you don’t want · consumer.ftc.gov
- Automobile Industry Pricing Transparency: FAQs · ftc.gov
- Auto Warranties and Auto Service Contracts · consumer.ftc.gov