Real ChatGPT answer · index seedvQC37PJ9Ub0completeInsurance · umbrella insurancecomparison

Is USAA or Progressive better at covering teen drivers under a family umbrella policy when the kids head off to college?

ChatGPTgpt-64 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is USAA or Progressive better at covering teen drivers under a family umbrella policy when the kids head off to college?
4 real searches · 1 real-search pass
USAA personal umbrella policy teen drivers students away at college household members auto underlying limitsGoogle ↗
OBSERVED
Progressive personal umbrella policy teen drivers students away at college household members auto underlying limitsGoogle ↗
OBSERVED
USAA auto insurance college student away at school coverage resident child umbrella policyGoogle ↗
OBSERVED
Progressive auto insurance college student away at school coverage child policyGoogle ↗
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 4 queries…

Searches and sources

ChatGPT4 real searches · gpt-6
USAA personal umbrella policy teen drivers students away at college household members auto underlying limits Google ↗
Progressive personal umbrella policy teen drivers students away at college household members auto underlying limits Google ↗
USAA auto insurance college student away at school coverage resident child umbrella policy Google ↗
Progressive auto insurance college student away at school coverage child policy Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
USAA personal umbrella policy teen drivers students away at college household members auto underlying limits
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Progressive personal umbrella policy teen drivers students away at college household members auto underlying limits
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
USAA auto insurance college student away at school coverage resident child umbrella policy
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Progressive auto insurance college student away at school coverage child policy
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1