Real ChatGPT answer · index seedZGk8orknMgocompleteAutomotive · car buying processhowto

What metrics should I analyze in current market reports to determine if it is the optimal quarter to negotiate a leftover previous-model-year inventory clearance?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What metrics should I analyze in current market reports to determine if it is the optimal quarter to negotiate a leftover previous-model-year inventory clearance?
2 real searches · 1 real-search pass
2026 Q3 US automotive inventory days supply incentives model year clearance October 2026Google ↗
OBSERVEDConsequence
October 2026 US auto industry inventory days supply incentives previous model year clearance market report Cox AutomotiveGoogle ↗
OBSERVEDConsequence

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 / navigationalComparisonConsequence100%ReasonDefinitionInstructionYes / 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

ChatGPT2 real searches · gpt-6
2026 Q3 US automotive inventory days supply incentives model year clearance October 2026 Google ↗
October 2026 US auto industry inventory days supply incentives previous model year clearance market report Cox Automotive Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 Q3 US automotive inventory days supply incentives model year clearance October 2026
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
October 2026 US auto industry inventory days supply incentives previous model year clearance market report Cox Automotive
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1