Real ChatGPT answer · index seedXMYqyxT24AccompleteAutomotive · car buying processcommercial

I am a recent college grad with a tight budget and want to know the absolute best time of the year to buy a used car

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
I am a recent college grad with a tight budget and want to know the absolute best time of the year to buy a used car
2 real searches · 1 real-search pass
best time of year to buy used car December end of year seasonality pricing data 2025 2026Google ↗
OBSERVED
used car prices seasonal trends best month to buy used car December January iSeeCars studyGoogle ↗
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 of year to buy used car December end of year seasonality pricing data 2025 2026 Google ↗
used car prices seasonal trends best month to buy used car December January iSeeCars study Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best time of year to buy used car December end of year seasonality pricing data 2025 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
used car prices seasonal trends best month to buy used car December January iSeeCars study
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1