Real ChatGPT answer · index seed1uTiMA3OXtccompleteInsurance · auto insurancecomparison

Which major insurance company has the most lenient credit score insurance impact policy for drivers trying to lower rates

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which major insurance company has the most lenient credit score insurance impact policy for drivers trying to lower rates
2 real searches · 1 real-search pass
major auto insurers credit-based insurance score impact rates State Farm Progressive GEICO Allstate Virginia underwriting credit scoreGoogle ↗
OBSERVED
Virginia auto insurance credit score use insurance scoring law consumer guideGoogle ↗
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
major auto insurers credit-based insurance score impact rates State Farm Progressive GEICO Allstate Virginia underwriting credit score Google ↗
Virginia auto insurance credit score use insurance scoring law consumer guide Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
major auto insurers credit-based insurance score impact rates State Farm Progressive GEICO Allstate Virginia underwriting credit score
OBSERVED
Google ↗
AI Mode ↗
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of 1
Virginia auto insurance credit score use insurance scoring law consumer guide
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1