Real ChatGPT answer · index seedYdqKrQMheZMcompleteInsurance · life insurancecommercial

Can you give me an honest review of whole life policy benefits for a closely held corporation where the owner wants to secure a bank loan?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you give me an honest review of whole life policy benefits for a closely held corporation where the owner wants to secure a bank loan?
3 real searches · 1 real-search pass
IRS life insurance premiums business expense deduction collateral assignment business loan cash surrender value tax treatment closely held corporationGoogle ↗
OBSERVEDReason
IRS employer owned life insurance section 101(j) notice consent requirements businessGoogle ↗
OBSERVEDReason
SBA lender life insurance collateral assignment key person insurance business loan requirementsGoogle ↗
OBSERVEDComparison

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 (3)
Short factOther / navigationalComparison33%ConsequenceReason67%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
IRS life insurance premiums business expense deduction collateral assignment business loan cash surrender value tax treatment closely held corporation Google ↗
IRS employer owned life insurance section 101(j) notice consent requirements business Google ↗
SBA lender life insurance collateral assignment key person insurance business loan requirements Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
IRS life insurance premiums business expense deduction collateral assignment business loan cash surrender value tax treatment closely held corporation
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
IRS employer owned life insurance section 101(j) notice consent requirements business
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
SBA lender life insurance collateral assignment key person insurance business loan requirements
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1