Real ChatGPT answer · index seed4dCBrPhhCQgcompleteInsurance · auto insurancecomparison

Comparing Nationwide and Farmers for drivers with poor credit scores, which one raises your rates less when your policy renews?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Comparing Nationwide and Farmers for drivers with poor credit scores, which one raises your rates less when your policy renews?
2 real searches · 1 real-search pass
Nationwide vs Farmers car insurance poor credit renewal rate increases credit score impact comparison 2026Google ↗
OBSERVEDComparison
Texas auto insurance credit-based insurance score renewal premium rate increase Nationwide Farmers poor creditGoogle ↗
OBSERVEDReason

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.

ChatGPT real searches (2)
Short factOther / navigationalComparison50%ConsequenceReason50%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
Nationwide vs Farmers car insurance poor credit renewal rate increases credit score impact comparison 2026 Google ↗
Texas auto insurance credit-based insurance score renewal premium rate increase Nationwide Farmers poor credit Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Nationwide vs Farmers car insurance poor credit renewal rate increases credit score impact comparison 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Texas auto insurance credit-based insurance score renewal premium rate increase Nationwide Farmers poor credit
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1