Real ChatGPT answer · index seedDPxwZ0juWnwcompleteInsurance · business insuranceinformational

How does credit score impact retail boutique property insurance pricing when applying for coverage online through carrier portals today?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How does credit score impact retail boutique property insurance pricing when applying for coverage online through carrier portals today?
2 real searches · 1 real-search pass
2026 commercial insurance credit scoring laws Indiana commercial property insurance credit information underwriting state regulationsGoogle ↗
OBSERVEDReason
commercial property insurance credit based insurance score small business underwriting personal credit score commercial property insurance carrier underwritingGoogle ↗
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 / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 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
2026 commercial insurance credit scoring laws Indiana commercial property insurance credit information underwriting state regulations Google ↗
commercial property insurance credit based insurance score small business underwriting personal credit score commercial property insurance carrier underwriting Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 commercial insurance credit scoring laws Indiana commercial property insurance credit information underwriting state regulations
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
commercial property insurance credit based insurance score small business underwriting personal credit score commercial property insurance carrier underwriting
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1