How do Vanguard and Fidelity stack up against each other for offering low-cost 529 college savings plans this year?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do Vanguard and Fidelity stack up against each other for offering low-cost 529 college savings plans this year?
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.
Classifying 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
Vanguard 529 plan 2026 fees expense ratios program management fee official Google ↗
Fidelity 529 plans 2026 fees expense ratios UNIQUE plan official Google ↗
Vanguard 529 versus Fidelity 529 comparison 2026 low cost fees Google ↗
- Vanguard 529 Plan Fees · investor.vanguard.com
- 529 Plans - College Savings Plans · fidelity.com
- Unique College Investing Plan | New Hampshire · fidelity.com
- Texas 529 Plans: Saving Now on Future College Costs · comptroller.texas.gov
- Tax Benefits of Texas 529 Plans · savingforcollege.com
- Vanguard 529 Plan · investor.vanguard.com
- Texas College Savings Plan · texascollegesavings.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Vanguard 529 plan 2026 fees expense ratios program management fee official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Fidelity 529 plans 2026 fees expense ratios UNIQUE plan official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Vanguard 529 versus Fidelity 529 comparison 2026 low cost fees OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |