Real ChatGPT answer · index seedt1CfUrQ155AcompleteAutomotive · car buying processcommercial

The dealership added a mandatory dealer prep fee of nine hundred dollars to the window sticker. Can I legally refuse to pay this today?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
The dealership added a mandatory dealer prep fee of nine hundred dollars to the window sticker. Can I legally refuse to pay this today?
2 real searches · 1 real-search pass
Massachusetts law automobile dealer preparation fee mandatory dealer prep fee advertised price disclosure consumer protectionGoogle ↗
OBSERVEDReason
Massachusetts Attorney General car dealership fees dealer preparation fee 940 CMR 5 motor vehicle advertisingGoogle ↗
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
Massachusetts law automobile dealer preparation fee mandatory dealer prep fee advertised price disclosure consumer protection Google ↗
Massachusetts Attorney General car dealership fees dealer preparation fee 940 CMR 5 motor vehicle advertising Google ↗
  1. mass.gov · mass.gov
  2. 940 CMR 5 · mass.gov

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Massachusetts law automobile dealer preparation fee mandatory dealer prep fee advertised price disclosure consumer protection
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Massachusetts Attorney General car dealership fees dealer preparation fee 940 CMR 5 motor vehicle advertising
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1