Real ChatGPT answer · index seed9OOZVV97DD0completeAutomotive · car buying processcomparison

What is the best way to negotiate dealer doc fees and mandatory add ons when buying a certified pre owned crossover under twenty thousand dollars?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the best way to negotiate dealer doc fees and mandatory add ons when buying a certified pre owned crossover under twenty thousand dollars?
2 real searches · 1 real-search pass
Texas motor vehicle dealer documentary fee disclosure law doc fee 2026 dealer add-ons mandatory consumer guidanceGoogle ↗
OBSERVEDReason
FTC car dealer add-on products optional mandatory fees out the door price consumer adviceGoogle ↗
OBSERVEDOther / navigational

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 / navigational50%ComparisonConsequenceReason50%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
Texas motor vehicle dealer documentary fee disclosure law doc fee 2026 dealer add-ons mandatory consumer guidance
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
FTC car dealer add-on products optional mandatory fees out the door price consumer advice
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1