How do universal life insurance policies compare to investing the difference in a standard index fund for college savings and retirement?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do universal life insurance policies compare to investing the difference in a standard index fund for college savings and retirement?
3 real searches · 1 real-search pass
universal life insurance cash value costs charges policy lapse consumer guide NAIC SEC investor.govGoogle ↗
OBSERVEDConsequence
529 plan tax advantages qualified education expenses IRS publicationGoogle ↗
OBSERVEDReason
term life insurance versus cash value life insurance consumer guidance index fund fees SEC investor.govGoogle ↗
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)
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
universal life insurance cash value costs charges policy lapse consumer guide NAIC SEC investor.gov Google ↗
529 plan tax advantages qualified education expenses IRS publication Google ↗
term life insurance versus cash value life insurance consumer guidance index fund fees SEC investor.gov Google ↗
- Life insurance guide · agate.tdi.texas.gov
- Life insurance guide · tdi.texas.gov
- Life Insurance Overview | Consumer Services · myfloridacfo.com
- Publication 970 (2025), Tax Benefits for Education · irs.gov
- 529 Plans: Questions and answers · irs.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
universal life insurance cash value costs charges policy lapse consumer guide NAIC SEC investor.gov OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
529 plan tax advantages qualified education expenses IRS publication OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
term life insurance versus cash value life insurance consumer guidance index fund fees SEC investor.gov OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |