Real ChatGPT answer · index seed263yIYgse8ccompleteAutomotive · car buying processcommercial

Are third party car buying services cheaper than haggling myself at local dealerships during end of month sales

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are third party car buying services cheaper than haggling myself at local dealerships during end of month sales
1 real search · 1 real-search pass
third party car buying service cost versus negotiating dealership price end of month car buying adviceGoogle ↗
OBSERVEDComparison

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 / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT1 real searches · gpt-6
third party car buying service cost versus negotiating dealership price end of month car buying advice Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
third party car buying service cost versus negotiating dealership price end of month car buying advice
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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