Real ChatGPT answer · index seedMNhkcYF54W0completeInsurance · life insuranceinformational

How do AIG universal life insurance products compare to traditional whole life policies when it comes to borrowing against the cash value in retirement?

ChatGPTgpt-63 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do AIG universal life insurance products compare to traditional whole life policies when it comes to borrowing against the cash value in retirement?
3 real searches · 1 real-search pass
AIG universal life insurance policy loans cash value loan provisions index universal life product brochureGoogle ↗
OBSERVEDReason
AIG life insurance universal life policy loans fixed indexed universal life loan options current productsGoogle ↗
OBSERVEDComparison
traditional whole life policy loans direct recognition non-direct recognition cash value retirement comparisonGoogle ↗
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 / navigationalComparison67%ConsequenceReason33%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 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
AIG universal life insurance policy loans cash value loan provisions index universal life product brochure Google ↗
AIG life insurance universal life policy loans fixed indexed universal life loan options current products Google ↗
traditional whole life policy loans direct recognition non-direct recognition cash value retirement comparison Google ↗
  1. QoL Value+ Protector III Index Universal Life Insurance (IUL) · adminplus.fgsfulfillment.com
  2. Penn Mutual · gateway.pennmutual.com
  3. Life Insurance Information for Consumers · dfs.ny.gov
  4. IRS Publication 525 · irs.gov

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
AIG universal life insurance policy loans cash value loan provisions index universal life product brochure
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
AIG life insurance universal life policy loans fixed indexed universal life loan options current products
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
traditional whole life policy loans direct recognition non-direct recognition cash value retirement comparison
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1