Real ChatGPT answer · index seedl3g2qnmbDGIcompleteInsurance · home insurancecomparison

What are the current financial stability ratings and customer complaint ratios for Liberty Mutual compared to Erie Insurance for homeowners policies?

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the current financial stability ratings and customer complaint ratios for Liberty Mutual compared to Erie Insurance for homeowners policies?
2 real searches · 1 real-search pass
2026 Liberty Mutual homeowners insurance NAIC complaint index Erie Insurance homeowners complaint index AM Best financial strength ratingGoogle ↗
OBSERVED
NAIC consumer insurance complaint index homeowners Liberty Mutual Erie 2024 2025 dataGoogle ↗
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
2026 Liberty Mutual homeowners insurance NAIC complaint index Erie Insurance homeowners complaint index AM Best financial strength rating Google ↗
NAIC consumer insurance complaint index homeowners Liberty Mutual Erie 2024 2025 data Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 Liberty Mutual homeowners insurance NAIC complaint index Erie Insurance homeowners complaint index AM Best financial strength rating
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
NAIC consumer insurance complaint index homeowners Liberty Mutual Erie 2024 2025 data
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1