Real ChatGPT answer · index seedRmfXYkv5rWscompleteInsurance · business insuranceinformational

How do surety bond underwriters at CNA evaluate personal credit scores versus business financials when determining rates for a new subcontracting license

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do surety bond underwriters at CNA evaluate personal credit scores versus business financials when determining rates for a new subcontracting license
2 real searches · 1 real-search pass
CNA surety subcontractor license bond underwriting personal credit business financial statements ratesGoogle ↗
OBSERVEDReason
CNA surety bond application financial statements personal credit score underwriting contractor license bondGoogle ↗
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
CNA surety subcontractor license bond underwriting personal credit business financial statements rates Google ↗
CNA surety bond application financial statements personal credit score underwriting contractor license bond Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
CNA surety subcontractor license bond underwriting personal credit business financial statements rates
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
CNA surety bond application financial statements personal credit score underwriting contractor license bond
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1