Real ChatGPT answer · index seeddtqGACIX5gMcompleteAutomotive · car buying processhowto

How can I use the factory invoice price to knock two thousand dollars off the out the door price the salesperson just gave me

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How can I use the factory invoice price to knock two thousand dollars off the out the door price the salesperson just gave me
1 real search · 1 real-search pass
car buying negotiate factory invoice price dealer holdback incentives out the door price taxes fees consumer adviceGoogle ↗
OBSERVEDConsequence

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)
Short factOther / navigationalComparisonConsequence100%ReasonDefinitionInstructionYes / no

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 buying negotiate factory invoice price dealer holdback incentives out the door price taxes fees consumer advice Google ↗
  1. What factors into the price of a car or vehicle? · consumerfinance.gov
  2. Guide to Car Pricing Terms · consumerreports.org
  3. Financing or Leasing a Car · consumer.ftc.gov

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
car buying negotiate factory invoice price dealer holdback incentives out the door price taxes fees consumer advice
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1