How do holdbacks and manufacturer incentives work on a new car invoice?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do holdbacks and manufacturer incentives work on a new car invoice?
1 real search · 1 real-search pass
how dealer holdback works manufacturer dealer cash incentives new car invoice explanationGoogle ↗
OBSERVEDReason
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).
Searches and sources
ChatGPT1 real searches · gpt-6
how dealer holdback works manufacturer dealer cash incentives new car invoice explanation Google ↗
- What is dealer invoice (or 'dealer cost')? · help.edmunds.com
- What is dealer cash? · help.edmunds.com
- What Is Dealer Cost? · kbb.com
- Guide to Car Pricing Terms · consumerreports.org