Real ChatGPT answer · index seedc1UIIfyMjpscompleteFinance and banking · retirement accountscomparison
Is Fidelity Roth IRA fees lower than Vanguard when I am trading specific index funds and ETFs inside my retirement portfolio right now?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is Fidelity Roth IRA fees lower than Vanguard when I am trading specific index funds and ETFs inside my retirement portfolio right now?
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 2026 ETF commission mutual fund transaction fee account fee official Google ↗
Vanguard brokerage Roth IRA fees 2026 ETF commission mutual fund transaction fee account fee official Google ↗
- Trading Commissions and Margin Rates · fidelity.com
- Investment fees & costs · investor.vanguard.com
- Open an Account | Everything from investing and trading accounts to IRAs · fidelity.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Fidelity Roth IRA fees 2026 ETF commission mutual fund transaction fee account fee official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Vanguard brokerage Roth IRA fees 2026 ETF commission mutual fund transaction fee account fee official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |