Real ChatGPT answer · index seedEt6cZfUd8TUcompleteInsurance · auto insurancecomparison

Compare Allstate and Nationwide regarding how heavily they weigh credit scores when setting monthly auto insurance rates

ChatGPTgpt-63 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Compare Allstate and Nationwide regarding how heavily they weigh credit scores when setting monthly auto insurance rates
3 real searches · 1 real-search pass
2026 Allstate Nationwide auto insurance credit score rate impact credit-based insurance scoreGoogle ↗
OBSERVED
Allstate Nationwide auto insurance credit score insurance score rating factors credit impact officialGoogle ↗
OBSERVED
Illinois auto insurance credit score use insurers Allstate Nationwide credit-based insurance score 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
2026 Allstate Nationwide auto insurance credit score rate impact credit-based insurance score Google ↗
Allstate Nationwide auto insurance credit score insurance score rating factors credit impact official Google ↗
Illinois auto insurance credit score use insurers Allstate Nationwide credit-based insurance score law Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 Allstate Nationwide auto insurance credit score rate impact credit-based insurance score
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Allstate Nationwide auto insurance credit score insurance score rating factors credit impact official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Illinois auto insurance credit score use insurers Allstate Nationwide credit-based insurance score law
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1