Real ChatGPT answer · index seedOsDEtdGDfWIcompleteFinance and banking · investing and brokerageslocal
What paperwork or online forms do I need to sign up for a retirement brokerage account today as someone with zero prior investing experience
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What paperwork or online forms do I need to sign up for a retirement brokerage account today as someone with zero prior investing experience
3 real searches · 1 real-search pass
IRS 2026 IRA contribution limits Roth IRA income phase out 2026 officialGoogle ↗
OBSERVEDReason
FINRA brokerage account opening information required identity verification customer account application officialGoogle ↗
OBSERVEDInstruction
IRS Roth IRA traditional IRA differences eligibility contributions officialGoogle ↗
OBSERVEDDefinition
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
IRS 2026 IRA contribution limits Roth IRA income phase out 2026 official Google ↗
FINRA brokerage account opening information required identity verification customer account application official Google ↗
IRS Roth IRA traditional IRA differences eligibility contributions official Google ↗
- Open a Fidelity IRA · fidelity.com
- Open a Schwab IRA · schwab.com
- Open a Vanguard IRA · investor.vanguard.com
- Retirement topics - IRA contribution limits · irs.gov
- Publication 590-A (2025), Contributions to Individual Retirement Arrangements (IRAs) · irs.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
IRS 2026 IRA contribution limits Roth IRA income phase out 2026 official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
FINRA brokerage account opening information required identity verification customer account application official OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
IRS Roth IRA traditional IRA differences eligibility contributions official OBSERVED | Google ↗ AI Mode ↗ | — | Definition | — | — | 1x of 1 |