Real ChatGPT answer · index seedMSwGGQEyt6EcompleteInsurance · auto insurancecomparison

Looking at a direct comparison between Progressive and Liberty Mutual to see who charges less for canceling a policy before the six months are up.

ChatGPTgpt-62 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Looking at a direct comparison between Progressive and Liberty Mutual to see who charges less for canceling a policy before the six months are up.
2 real searches · 1 real-search pass
Progressive auto insurance cancellation fee early cancellation before six months short rate fee officialGoogle ↗
OBSERVED
Liberty Mutual auto insurance cancellation fee early cancellation before six months 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 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
Progressive auto insurance cancellation fee early cancellation before six months short rate fee official Google ↗
Liberty Mutual auto insurance cancellation fee early cancellation before six months official Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Progressive auto insurance cancellation fee early cancellation before six months short rate fee official
OBSERVED
Google ↗
AI Mode ↗
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Liberty Mutual auto insurance cancellation fee early cancellation before six months official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1