Real ChatGPT answer · index seedxRLU9ENcF4wcompleteInsurance · renters insurancecomparison

Comparing annual versus monthly premium payments on Liberty Mutual versus Progressive to see who penalizes you less for paying monthly.

ChatGPTgpt-63 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Comparing annual versus monthly premium payments on Liberty Mutual versus Progressive to see who penalizes you less for paying monthly.
3 real searches · 1 real-search pass
2026 Liberty Mutual Progressive auto insurance installment fees monthly payment pay in full discountGoogle ↗
OBSERVED
Liberty Mutual auto insurance monthly payment installment fee annual paid in full discount billing feesGoogle ↗
OBSERVED
Progressive auto insurance monthly payment installment fee paid in full discount billing feesGoogle ↗
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
2026 Liberty Mutual Progressive auto insurance installment fees monthly payment pay in full discount Google ↗
Liberty Mutual auto insurance monthly payment installment fee annual paid in full discount billing fees Google ↗
Progressive auto insurance monthly payment installment fee paid in full discount billing fees Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 Liberty Mutual Progressive auto insurance installment fees monthly payment pay in full discount
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Liberty Mutual auto insurance monthly payment installment fee annual paid in full discount billing fees
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Progressive auto insurance monthly payment installment fee paid in full discount billing fees
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1