Real ChatGPT answer · index seed0JD6ZpQMMbIcompleteInsurance · auto insurancecomparison

Does a low credit score impact my auto insurance more with State Farm or Liberty Mutual?

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Does a low credit score impact my auto insurance more with State Farm or Liberty Mutual?
2 real searches · 1 real-search pass
State Farm Liberty Mutual auto insurance credit score impact credit-based insurance score underwriting pricing comparison 2026Google ↗
OBSERVED
New York auto insurance credit score use prohibited credit information insurance law auto premiumsGoogle ↗
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
State Farm Liberty Mutual auto insurance credit score impact credit-based insurance score underwriting pricing comparison 2026 Google ↗
New York auto insurance credit score use prohibited credit information insurance law auto premiums Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
State Farm Liberty Mutual auto insurance credit score impact credit-based insurance score underwriting pricing comparison 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
New York auto insurance credit score use prohibited credit information insurance law auto premiums
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1