Real ChatGPT answer · index seedyhFuchM9TIMcompleteInsurance · life insurancebrand

Is it better to take a policy loan against my whole life insurance or just surrender the policy outright for retirement cash

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is it better to take a policy loan against my whole life insurance or just surrender the policy outright for retirement cash
2 real searches · 1 real-search pass
IRS tax treatment life insurance surrender cash value policy loans modified endowment contract lapse outstanding loanGoogle ↗
OBSERVED
NAIC consumer guide life insurance cash value policy loans surrender policyGoogle ↗
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 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
IRS tax treatment life insurance surrender cash value policy loans modified endowment contract lapse outstanding loan Google ↗
NAIC consumer guide life insurance cash value policy loans surrender policy Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
IRS tax treatment life insurance surrender cash value policy loans modified endowment contract lapse outstanding loan
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
NAIC consumer guide life insurance cash value policy loans surrender policy
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1