Is Vanguard or Fidelity better for setting up a college savings fund for our newborn given our preference for index funds?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is Vanguard or Fidelity better for setting up a college savings fund for our newborn given our preference for index funds?
3 real searches · 1 real-search pass
Vanguard 529 plan Nevada fees index portfolios official 2026Google ↗
OBSERVEDConsequence
Fidelity 529 college savings plans UNIQUE NH fees index portfolios official 2026Google ↗
OBSERVEDOther / navigational
Texas 529 state tax deduction no state income tax official 529 plan residentsGoogle ↗
OBSERVEDYes / no
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 529 plan Nevada fees index portfolios official 2026 Google ↗
Fidelity 529 college savings plans UNIQUE NH fees index portfolios official 2026 Google ↗
Texas 529 state tax deduction no state income tax official 529 plan residents Google ↗
- Vanguard 529 Plan Fees · investor.vanguard.com
- 529 Plans - College Savings Plans · fidelity.com
- Fidelity Investments · fidelity.com
- Vanguard 529 Portfolio List · investor.vanguard.com
- Compare 529 Plans · savingforcollege.com
- Texas 529 Plans: Saving Now on Future College Costs · comptroller.texas.gov
- 529 Plan | College Savings Account · investor.vanguard.com
- Explore Vanguard's 529 plan · investor.vanguard.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Vanguard 529 plan Nevada fees index portfolios official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
Fidelity 529 college savings plans UNIQUE NH fees index portfolios official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Texas 529 state tax deduction no state income tax official 529 plan residents OBSERVED | Google ↗ AI Mode ↗ | — | Yes / no | — | — | 1x of 1 |