Real ChatGPT answer · index seedPPdP3liO5f8completeFinance and banking · investing and brokeragescommercial
I want to start putting money away for retirement using low cost index funds but I have no idea which brokerage has the lowest overall fees.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I want to start putting money away for retirement using low cost index funds but I have no idea which brokerage has the lowest overall fees.
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
2026 brokerage IRA fees Fidelity Schwab Vanguard account fees ETF commissions expense ratios official Google ↗
Fidelity ZERO index funds expense ratio restrictions official FZROX Google ↗
Vanguard account fees ETF online commissions official retirement account fees Google ↗
- No minimum investment mutual funds · fidelity.com
- Straightforward and Transparent Pricing · fidelity.com
- Trading Commissions and Margin Rates · fidelity.com
- Fidelity official website · fidelity.com
- Compare Us · schwab.com
- Schwab official website · schwab.com
- Compare Fees · investor.vanguard.com
- Investment accounts & plans for all investment goals · investor.vanguard.com
- Vanguard official website · investor.vanguard.com
- 12 Best Fidelity Index Funds in 2026 · nerdwallet.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 brokerage IRA fees Fidelity Schwab Vanguard account fees ETF commissions expense ratios official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Fidelity ZERO index funds expense ratio restrictions official FZROX OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Vanguard account fees ETF online commissions official retirement account fees OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |