Real ChatGPT answer · index seedXMRS7CNgtIEcompleteInsurance · umbrella insurancecomparison

What do recent online reviews say about choosing between Nationwide and Liberty Mutual for a first time umbrella insurance policy after college?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What do recent online reviews say about choosing between Nationwide and Liberty Mutual for a first time umbrella insurance policy after college?
3 real searches · 1 real-search pass
Nationwide vs Liberty Mutual umbrella insurance reviews 2025 2026 customer service claims umbrella policyGoogle ↗
OBSERVED
Nationwide personal umbrella insurance coverage requirements underlying auto home limits officialGoogle ↗
OBSERVED
Liberty Mutual personal umbrella insurance coverage requirements officialGoogle ↗
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
Nationwide vs Liberty Mutual umbrella insurance reviews 2025 2026 customer service claims umbrella policy Google ↗
Nationwide personal umbrella insurance coverage requirements underlying auto home limits official Google ↗
Liberty Mutual personal umbrella insurance coverage requirements official Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Nationwide vs Liberty Mutual umbrella insurance reviews 2025 2026 customer service claims umbrella policy
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Nationwide personal umbrella insurance coverage requirements underlying auto home limits official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Liberty Mutual personal umbrella insurance coverage requirements official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1