Real ChatGPT answer · index seed5kchfUZciowcompleteFinance and banking · budgeting and savingcommercial

Which car insurance companies currently offer the best family discounts when shopping for our household's first car purchase?

ChatGPTgpt-61 query10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which car insurance companies currently offer the best family discounts when shopping for our household's first car purchase?
1 real search · 1 real-search pass
2026 best car insurance companies family discounts multi-car good student bundling household discounts New York State Farm GEICO Progressive Allstate Travelers NYCM AmicaGoogle ↗
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 (1)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

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

Searches and sources

ChatGPT1 real searches · gpt-6
2026 best car insurance companies family discounts multi-car good student bundling household discounts New York State Farm GEICO Progressive Allstate Travelers NYCM Amica Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 best car insurance companies family discounts multi-car good student bundling household discounts New York State Farm GEICO Progressive Allstate Travelers NYCM Amica
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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