Is Vanguard S&P 500 index fund actually better than buying individual tech stocks for a beginner trying to save for kids college?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is Vanguard S&P 500 index fund actually better than buying individual tech stocks for a beginner trying to save for kids college?
2 real searches · 1 real-search pass
Vanguard 529 college savings plan investment options age based portfolios official Vanguard S&P 500 ETF expense ratio 2026Google ↗
OBSERVEDComparison
Investor.gov diversification individual stocks index funds risk long term investing college savings 529 tax benefits officialGoogle ↗
OBSERVEDOther / navigational
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). 2 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 age based portfolios official Vanguard S&P 500 ETF expense ratio 2026 Google ↗
Investor.gov diversification individual stocks index funds risk long term investing college savings 529 tax benefits official Google ↗
- Vanguard 529 Portfolio List · investor.vanguard.com
- Vanguard 529 portfolios · investor.vanguard.com
- Asset Allocation and Diversification · investor.gov
- Beginners’ Guide to Asset Allocation, Diversification, and Rebalancing · investor.gov
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 age based portfolios official Vanguard S&P 500 ETF expense ratio 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Investor.gov diversification individual stocks index funds risk long term investing college savings 529 tax benefits official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |