How do the investment expense ratios of Vanguard 529 plan portfolios compare to Fidelity options for aggressive growth strategies?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do the investment expense ratios of Vanguard 529 plan portfolios compare to Fidelity options for aggressive growth strategies?
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). 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 aggressive growth portfolio expense ratio 2026 official plan portfolio fees Google ↗
Fidelity 529 aggressive growth portfolio expense ratio 2026 official fees Google ↗
- Vanguard 529 Portfolio List · investor.vanguard.com
- Fidelity Investments · fidelity.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Vanguard 529 aggressive growth portfolio expense ratio 2026 official plan portfolio fees OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
Fidelity 529 aggressive growth portfolio expense ratio 2026 official fees OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |