Real ChatGPT answer · index seeddVwlW2mqjiUcompleteFinance and banking · budgeting and savingcommercial
Can you compare Fidelity and Vanguard on fees and beginner friendly tools for a complete novice who just wants to buy index funds
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you compare Fidelity and Vanguard on fees and beginner friendly tools for a complete novice who just wants to buy index funds
4 real searches · 1 real-search pass
Fidelity brokerage fees $0 online US stocks ETFs mutual fund expense ratios fractional shares automatic investing beginner tools 2026Google ↗
OBSERVEDOther / navigational
Vanguard brokerage fees $0 online stocks ETFs mutual funds minimum investment fractional shares automatic investing 2026Google ↗
OBSERVEDComparison
Fidelity index funds FZROX FSKAX expense ratio minimum investment officialGoogle ↗
OBSERVEDShort fact
Vanguard VTI VTSAX expense ratio minimum investment officialGoogle ↗
OBSERVEDReason
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 (4)
Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
Fidelity brokerage fees $0 online US stocks ETFs mutual fund expense ratios fractional shares automatic investing beginner tools 2026 Google ↗
Vanguard brokerage fees $0 online stocks ETFs mutual funds minimum investment fractional shares automatic investing 2026 Google ↗
Fidelity index funds FZROX FSKAX expense ratio minimum investment official Google ↗
Vanguard VTI VTSAX expense ratio minimum investment official Google ↗
- Trading Commissions and Margin Rates · fidelity.com
- Vanguard mutual fund fees and minimums · investor.vanguard.com
- Vanguard ETF fees & minimums · investor.vanguard.com
- Fractional Shares | Invest in Stock Slices · fidelity.com
- Fidelity vs. Vanguard: 2026 Comparison · nerdwallet.com
- Robo-Advisor - Automated Investing Services · investor.vanguard.com
- No minimum investment mutual funds · fidelity.com
- No minimum investment mutual funds · fidelity.com
- Fidelity vs. Vanguard: 2026 Comparison · nerdwallet.com
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Fidelity brokerage fees $0 online US stocks ETFs mutual fund expense ratios fractional shares automatic investing beginner tools 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Vanguard brokerage fees $0 online stocks ETFs mutual funds minimum investment fractional shares automatic investing 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Fidelity index funds FZROX FSKAX expense ratio minimum investment official OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
Vanguard VTI VTSAX expense ratio minimum investment official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |