Looking for the best Vanguard index funds for a 15 year timeline to pay for two kids going to college back to back.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Looking for the best Vanguard index funds for a 15 year timeline to pay for two kids going to college back to back.
3 real searches · 1 real-search pass
Vanguard index funds VTSAX VTIAX VBTLX expense ratios official Vanguard 2026Google ↗
OBSERVEDReason
Vanguard 529 age-based portfolios investment options official Vanguard college savingsGoogle ↗
OBSERVEDComparison
Vanguard target enrollment portfolios 529 college savings glide path officialGoogle ↗
OBSERVEDDefinition
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
Vanguard index funds VTSAX VTIAX VBTLX expense ratios official Vanguard 2026 Google ↗
Vanguard 529 age-based portfolios investment options official Vanguard college savings Google ↗
Vanguard target enrollment portfolios 529 college savings glide path official Google ↗
- VTSAX - Vanguard Morningstar Total Stock Market Index Fund Admiral Shares · advisors.vanguard.com
- Vanguard Mutual Funds List · investor.vanguard.com
- Vanguard 529 portfolios · investor.vanguard.com
- College savings plans: Finding what works for you · investor.vanguard.com
- Enrollment Year Investment Option · 529invest.wa.gov
- Vanguard - saving for education · personal.vanguard.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Vanguard index funds VTSAX VTIAX VBTLX expense ratios official Vanguard 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Vanguard 529 age-based portfolios investment options official Vanguard college savings OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Vanguard target enrollment portfolios 529 college savings glide path official OBSERVED | Google ↗ AI Mode ↗ | — | Definition | — | — | 1x of 1 |