Real ChatGPT answer · index seedE8NzgdP7Ru0completeFinance and banking · investing and brokeragescomparison
Which online brokerage has a faster verification process for college students opening a Roth IRA online, Vanguard or Fidelity?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which online brokerage has a faster verification process for college students opening a Roth IRA online, Vanguard or Fidelity?
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.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
Fidelity Roth IRA open account identity verification online how long verification account opening college student Google ↗
Vanguard Roth IRA open account identity verification online how long account approval verification Google ↗
- Open your Roth IRA - Open a Roth IRA · digital.fidelity.com
- How to open a Roth IRA · fidelity.com
- How to open an account · investor.vanguard.com
- How to invest in ETFs · investor.vanguard.com
- Open a Fidelity Roth IRA · fidelity.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Fidelity Roth IRA open account identity verification online how long verification account opening college student OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Vanguard Roth IRA open account identity verification online how long account approval verification OBSERVED | Google ↗ AI Mode ↗ | — | Yes / no | — | — | 1x of 1 |