Does Vanguard offer any specific index funds that are better for college savings accounts compared to standard retirement vehicles for my kids?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Does Vanguard offer any specific index funds that are better for college savings accounts compared to standard retirement vehicles for my kids?
2 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 (2)
Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
Vanguard 529 college savings plan investment options index portfolios age-based official 2026 Google ↗
Vanguard 529 vs taxable brokerage account college savings tax benefits financial aid official IRS Google ↗
- 529 Plan FAQs: Contributions, Withdrawals & Rules · scholarshare529.com
- ScholarShare Investment Board | State of California Office of the State Treasurer · treasurer.ca.gov
- Publication 970 (2025), Tax Benefits for Education · irs.gov
- 529 Plan | College Savings Account · investor.vanguard.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Vanguard 529 college savings plan investment options index portfolios age-based official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Vanguard 529 vs taxable brokerage account college savings tax benefits financial aid official IRS OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |