Real ChatGPT answer · index seedSWyhJYHMuRUcompleteAutomotive · auto financing and leasingcommercial

I need help estimating the total cost of ownership for a 2021 Toyota Corolla including insurance in California for a 23 year old

ChatGPTgpt-63 queries10/30/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
I need help estimating the total cost of ownership for a 2021 Toyota Corolla including insurance in California for a 23 year old
3 real searches · 1 real-search pass
2021 Toyota Corolla California used price 2026 insurance cost age 23 California average annual premium liability full coverageGoogle ↗
OBSERVEDShort fact
California average gasoline price October 2026 AAA regular gasGoogle ↗
OBSERVEDShort fact
California DMV vehicle registration fee calculator fees vehicle value 2021 Toyota CorollaGoogle ↗
OBSERVEDShort fact

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 (3)
Short fact100%Other / navigationalComparisonConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
2021 Toyota Corolla California used price 2026 insurance cost age 23 California average annual premium liability full coverage Google ↗
California average gasoline price October 2026 AAA regular gas Google ↗
California DMV vehicle registration fee calculator fees vehicle value 2021 Toyota Corolla Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2021 Toyota Corolla California used price 2026 insurance cost age 23 California average annual premium liability full coverage
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1
California average gasoline price October 2026 AAA regular gas
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1
California DMV vehicle registration fee calculator fees vehicle value 2021 Toyota Corolla
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1