Real ChatGPT answer · index seed2Qq9iBRB5D0completeFinance and banking · credit scores and repairinformational

What is the difference between a hard inquiry and a soft inquiry when I am shopping around for family insurance?

ChatGPTgpt-61 query10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the difference between a hard inquiry and a soft inquiry when I am shopping around for family insurance?
1 real search · 1 real-search pass
hard inquiry vs soft inquiry insurance quote credit check auto home insurance consumer explanationGoogle ↗
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 1 queries…

Searches and sources

ChatGPT1 real searches · gpt-6
hard inquiry vs soft inquiry insurance quote credit check auto home insurance consumer explanation Google ↗
  1. Insurance Topics | Credit-Based Insurance Scores · content.naic.org
  2. What is a credit inquiry? · consumerfinance.gov

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
hard inquiry vs soft inquiry insurance quote credit check auto home insurance consumer explanation
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1