Real ChatGPT answer · index seedB9yDtsxKYc4completeAutomotive · car buying processhowto

Can you outline the steps to negotiate out mandatory dealer add-ons like nitrogen fills and etching during the finance and insurance office closing without losing my out-the-door price agreement?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you outline the steps to negotiate out mandatory dealer add-ons like nitrogen fills and etching during the finance and insurance office closing without losing my out-the-door price agreement?
2 real searches · 1 real-search pass
FTC car buying dealer add-ons optional products out-the-door price consumer adviceGoogle ↗
OBSERVEDComparison
Georgia Attorney General car buying dealer add-ons dealer fees consumer protectionGoogle ↗
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 / navigationalComparison50%ConsequenceReason50%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

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
FTC car buying dealer add-ons optional products out-the-door price consumer advice
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Georgia Attorney General car buying dealer add-ons dealer fees consumer protection
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1