Real ChatGPT answer · index seedsVMFqgDsw58completeInsurance · auto insurancecomparison

Which major auto insurer has the most lenient credit score tier system right now for keeping monthly rates affordable for working class families?

ChatGPTgpt-63 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which major auto insurer has the most lenient credit score tier system right now for keeping monthly rates affordable for working class families?
3 real searches · 1 real-search pass
2026 Pennsylvania auto insurance credit-based insurance score insurers use credit pricing State Farm Progressive GEICO Nationwide consumer guideGoogle ↗
OBSERVED
2026 auto insurance rates poor credit insurers cheapest State Farm Nationwide GEICO Progressive PennsylvaniaGoogle ↗
OBSERVED
Pennsylvania insurance department credit score auto insurance credit information 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 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
2026 Pennsylvania auto insurance credit-based insurance score insurers use credit pricing State Farm Progressive GEICO Nationwide consumer guide Google ↗
2026 auto insurance rates poor credit insurers cheapest State Farm Nationwide GEICO Progressive Pennsylvania Google ↗
Pennsylvania insurance department credit score auto insurance credit information consumer guide Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 Pennsylvania auto insurance credit-based insurance score insurers use credit pricing State Farm Progressive GEICO Nationwide consumer guide
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
2026 auto insurance rates poor credit insurers cheapest State Farm Nationwide GEICO Progressive Pennsylvania
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Pennsylvania insurance department credit score auto insurance credit information consumer guide
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1