Real ChatGPT answer · index seed1aIA36QwdwkcompleteAutomotive · car buying processcommercial

Are year-end holiday car sales actually offering deep discounts or are dealerships just clearing out unpopular inventory no one else wants

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are year-end holiday car sales actually offering deep discounts or are dealerships just clearing out unpopular inventory no one else wants
2 real searches · 1 real-search pass
2026 year-end car sales incentives discounts dealer inventory model year clearance October November December 2026Google ↗
OBSERVED
2026 car dealership year-end sales discounts incentives inventory days supply consumer advice negotiate out-the-door priceGoogle ↗
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
2026 year-end car sales incentives discounts dealer inventory model year clearance October November December 2026 Google ↗
2026 car dealership year-end sales discounts incentives inventory days supply consumer advice negotiate out-the-door price Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 year-end car sales incentives discounts dealer inventory model year clearance October November December 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
2026 car dealership year-end sales discounts incentives inventory days supply consumer advice negotiate out-the-door price
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1