Real ChatGPT answer · index seedKZGnpxor5VQcompleteFinance and banking · investing and brokeragescommercial
I am completely new to investing and want to know the step by step process for opening a Roth IRA online this week
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I am completely new to investing and want to know the step by step process for opening a Roth IRA online this week
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). 1 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
2026 Roth IRA contribution limit income eligibility IRS official 2026 Google ↗
best Roth IRA accounts beginner Fidelity Schwab Vanguard account minimum fees official Google ↗
- Open a Vanguard Roth IRA · investor.vanguard.com
- Retirement topics - IRA contribution limits · irs.gov
- Roth IRA income and contribution limits for 2026 · investor.vanguard.com
- 2026 Roth IRA Contribution and Income Limits · nerdwallet.com
- Fidelity's official website · fidelity.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 Roth IRA contribution limit income eligibility IRS official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
best Roth IRA accounts beginner Fidelity Schwab Vanguard account minimum fees official OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |