Real ChatGPT answer · index seedyNvOAvfkWuwcompleteInsurance · auto insurancecomparison

Can you compare Progressive and Liberty Mutual regarding how much my credit score drops my monthly rate if it dips below 600?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Can you compare Progressive and Liberty Mutual regarding how much my credit score drops my monthly rate if it dips below 600?
3 real searches · 1 real-search pass
Progressive auto insurance credit score impact credit-based insurance score Georgia underwriting 2026Google ↗
OBSERVED
Liberty Mutual auto insurance credit score impact credit-based insurance score Georgia 2026Google ↗
OBSERVED
Georgia insurance department credit scoring auto insurance consumer credit information lawGoogle ↗
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 auto insurance credit score impact credit-based insurance score Georgia underwriting 2026 Google ↗
Liberty Mutual auto insurance credit score impact credit-based insurance score Georgia 2026 Google ↗
Georgia insurance department credit scoring auto insurance consumer credit information law Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Progressive auto insurance credit score impact credit-based insurance score Georgia underwriting 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Liberty Mutual auto insurance credit score impact credit-based insurance score Georgia 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Georgia insurance department credit scoring auto insurance consumer credit information law
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1