Real ChatGPT answer · index seed6kCmr37N1YYcompleteFinance and banking · retirement accountscomparison
My husband and I are looking at Fidelity Roth IRA fees versus Vanguard, which broker is cheaper for a household starting out with retirement savings?
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The searches the AI actually ran for this prompt.
SEED QUERY
My husband and I are looking at Fidelity Roth IRA fees versus Vanguard, which broker is cheaper for a household starting out with retirement savings?
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.
Classifying 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
Fidelity Roth IRA fees account fees $0 minimum mutual funds expense ratios official 2026 Google ↗
Vanguard Roth IRA fees account service fee $25 electronic delivery brokerage commissions official 2026 Google ↗
- Roth IRA | Grow Your Retirement Savings · fidelity.com
- What is a Brokerage account and how does it work? · investor.vanguard.com
- Vanguard mutual fund fees and minimums · investor.vanguard.com
- Trading Commissions and Margin Rates · fidelity.com
- Straightforward and Transparent Pricing · fidelity.com
- Vanguard mutual fund fees and minimums · investor.vanguard.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Fidelity Roth IRA fees account fees $0 minimum mutual funds expense ratios official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Vanguard Roth IRA fees account service fee $25 electronic delivery brokerage commissions official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |