Real ChatGPT answer · index seed6Oaj5uEhXPMcompleteInsurance · umbrella insurancecomparison

Does Allstate or Liberty Mutual provide better underinsured motorist umbrella coverage for older drivers concerned about medical bills?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Does Allstate or Liberty Mutual provide better underinsured motorist umbrella coverage for older drivers concerned about medical bills?
3 real searches · 1 real-search pass
Allstate personal umbrella policy uninsured underinsured motorist coverage CaliforniaGoogle ↗
OBSERVED
Liberty Mutual personal umbrella policy uninsured underinsured motorist coverage CaliforniaGoogle ↗
OBSERVED
California Department of Insurance uninsured underinsured motorist coverage umbrella policy medical bills autoGoogle ↗
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
Allstate personal umbrella policy uninsured underinsured motorist coverage California Google ↗
Liberty Mutual personal umbrella policy uninsured underinsured motorist coverage California Google ↗
California Department of Insurance uninsured underinsured motorist coverage umbrella policy medical bills auto Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Allstate personal umbrella policy uninsured underinsured motorist coverage California
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Liberty Mutual personal umbrella policy uninsured underinsured motorist coverage California
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
California Department of Insurance uninsured underinsured motorist coverage umbrella policy medical bills auto
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1