Real ChatGPT answer · index seedgBz3jcmjwYQcompleteInsurance · umbrella insurancecomparison

Which company offers better underinsured motorist umbrella protection for a family with a primary auto policy through Progressive or Liberty Mutual?

ChatGPTgpt-63 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which company offers better underinsured motorist umbrella protection for a family with a primary auto policy through Progressive or Liberty Mutual?
3 real searches · 1 real-search pass
Progressive personal umbrella uninsured underinsured motorist coverage umbrella policy UM UIM officialGoogle ↗
OBSERVED
Liberty Mutual personal umbrella uninsured underinsured motorist coverage umbrella policy UM UIM officialGoogle ↗
OBSERVED
Michigan umbrella insurance excess uninsured underinsured motorist coverage Progressive Liberty MutualGoogle ↗
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 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
Progressive personal umbrella uninsured underinsured motorist coverage umbrella policy UM UIM official Google ↗
Liberty Mutual personal umbrella uninsured underinsured motorist coverage umbrella policy UM UIM official Google ↗
Michigan umbrella insurance excess uninsured underinsured motorist coverage Progressive Liberty Mutual Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Progressive personal umbrella uninsured underinsured motorist coverage umbrella policy UM UIM official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Liberty Mutual personal umbrella uninsured underinsured motorist coverage umbrella policy UM UIM official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Michigan umbrella insurance excess uninsured underinsured motorist coverage Progressive Liberty Mutual
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1