Real ChatGPT answer · index seedj0nW3STxSJ0completeAutomotive · car buying processcommercial

Where do young drivers in California usually find the cheapest auto insurance rates without getting scammed by shady brokers?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Where do young drivers in California usually find the cheapest auto insurance rates without getting scammed by shady brokers?
2 real searches · 1 real-search pass
California Department of Insurance auto insurance young drivers compare rates official consumer guide low cost auto insurance program broker license checkGoogle ↗
OBSERVEDComparison
California young driver cheapest car insurance discounts good student telematics family policy 2026Google ↗
OBSERVEDComparison

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 / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT2 real searches · gpt-6
California Department of Insurance auto insurance young drivers compare rates official consumer guide low cost auto insurance program broker license check Google ↗
California young driver cheapest car insurance discounts good student telematics family policy 2026 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
California Department of Insurance auto insurance young drivers compare rates official consumer guide low cost auto insurance program broker license check
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
California young driver cheapest car insurance discounts good student telematics family policy 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1