Can you compare Vanguard index fund investing versus actively managed mutual funds for long-term college tuition savings for my two kids?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you compare Vanguard index fund investing versus actively managed mutual funds for long-term college tuition savings for my two kids?
3 real searches · 1 real-search pass
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). 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
SEC Investor.gov index funds versus actively managed funds fees long term investor bulletin Google ↗
IRS 529 qualified tuition program tax advantages official Google ↗
Vanguard 529 age-based portfolios investment options fees official 2026 Google ↗
- mutual fund fee guidance · investor.gov
- Investor Bulletin: Index Funds · investor.gov
- Vanguard 529 portfolios · investor.vanguard.com
- Vanguard 529 Portfolio List · investor.vanguard.com
- Publication 970 · irs.gov
- NJ Division of Taxation · nj.gov
- FAQs · njbest.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
SEC Investor.gov index funds versus actively managed funds fees long term investor bulletin OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
IRS 529 qualified tuition program tax advantages official OBSERVED | Google ↗ AI Mode ↗ | — | Definition | — | — | 1x of 1 | |
Vanguard 529 age-based portfolios investment options fees official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |