Real ChatGPT answer · index seed2WHBFIpDtzwcompleteAutomotive · car buying processinformational

What is the best way to use KBB and Edmunds data to argue down the price of a used sedan at a local dealership?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the best way to use KBB and Edmunds data to argue down the price of a used sedan at a local dealership?
2 real searches · 1 real-search pass
Kelley Blue Book fair market range fair purchase price how calculated condition mileage local market dealer negotiationGoogle ↗
OBSERVEDReason
Edmunds used car True Market Value TMV how calculated comparable vehicles negotiation dealer feesGoogle ↗
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 (2)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
Kelley Blue Book fair market range fair purchase price how calculated condition mileage local market dealer negotiation Google ↗
Edmunds used car True Market Value TMV how calculated comparable vehicles negotiation dealer fees Google ↗
  1. Edmunds TMV · help.edmunds.com
  2. Kelley Blue Book | FAQ page · kbb.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Kelley Blue Book fair market range fair purchase price how calculated condition mileage local market dealer negotiation
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Edmunds used car True Market Value TMV how calculated comparable vehicles negotiation dealer fees
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1