Real ChatGPT answer · index seedHaEKjWrfxyIcompleteAutomotive · car buying processcommercial

Is today a terrible day of the week or month to buy a car, or do dealerships always offer the same negotiation room regardless of when you walk in?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Is today a terrible day of the week or month to buy a car, or do dealerships always offer the same negotiation room regardless of when you walk in?
2 real searches · 1 real-search pass
best time to buy a car end of month end of year day of week dealership negotiation October 2026 researchGoogle ↗
OBSERVED
2026 car buying incentives October 31 month end dealership sales targets negotiation adviceGoogle ↗
OBSERVED

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.

Classifying 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
best time to buy a car end of month end of year day of week dealership negotiation October 2026 research Google ↗
2026 car buying incentives October 31 month end dealership sales targets negotiation advice Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best time to buy a car end of month end of year day of week dealership negotiation October 2026 research
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
2026 car buying incentives October 31 month end dealership sales targets negotiation advice
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1