Where should a total beginner in Long Beach go to sign up for a Roth IRA with low-cost index funds
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Where should a total beginner in Long Beach go to sign up for a Roth IRA with low-cost index funds
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
best low-cost Roth IRA providers index funds beginner Fidelity Schwab Vanguard official Roth IRA fees minimums 2026 Google ↗
IRS 2026 Roth IRA contribution limit income phase out 2026 official Google ↗
- Open a Fidelity Roth IRA · fidelity.com
- Open a Schwab Roth IRA · schwab.com
- Open a Vanguard Roth IRA · investor.vanguard.com
- Best Roth IRA Accounts of 2026 · cnbc.com
- Publication 590-A (2025), Contributions to Individual Retirement Arrangements (IRAs) · irs.gov
- 401(k) limit increases to $24,500 for 2026, IRA limit increases to $7,500 · irs.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best low-cost Roth IRA providers index funds beginner Fidelity Schwab Vanguard official Roth IRA fees minimums 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
IRS 2026 Roth IRA contribution limit income phase out 2026 official OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |