Real ChatGPT answer · index seedE6wB1K0abqMcompleteInsurance · home insurancecomparison

Analyze the recent credit-based insurance score reform impacts on rate increases after claims for Nationwide versus Liberty Mutual customers in California.

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

The searches the AI actually ran for this prompt.

SEED QUERY
Analyze the recent credit-based insurance score reform impacts on rate increases after claims for Nationwide versus Liberty Mutual customers in California.
2 real searches · 1 real-search pass
California recent credit-based insurance score reform 2025 2026 insurance rates claims surcharge Nationwide Liberty MutualGoogle ↗
OBSERVED
California insurance credit score prohibited auto homeowners Proposition 103 credit-based insurance scoring claims surcharge accident surcharge regulationsGoogle ↗
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
California recent credit-based insurance score reform 2025 2026 insurance rates claims surcharge Nationwide Liberty Mutual Google ↗
California insurance credit score prohibited auto homeowners Proposition 103 credit-based insurance scoring claims surcharge accident surcharge regulations Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
California recent credit-based insurance score reform 2025 2026 insurance rates claims surcharge Nationwide Liberty Mutual
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
California insurance credit score prohibited auto homeowners Proposition 103 credit-based insurance scoring claims surcharge accident surcharge regulations
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1