My wife and I are trying to decide if we should do a Roth conversion now before our kids go to college
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My wife and I are trying to decide if we should do a Roth conversion now before our kids go to college
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
FAFSA Roth conversion taxable income income protection allowance prior-prior year FAFSA retirement account conversion 2026 2027 Google ↗
IRS Roth conversion taxable income traditional IRA conversion 2026 tax rules Google ↗
- The FAFSA Process · financialaidtoolkit.ed.gov
- Student Aid Index (SAI) and Pell Grant Eligibility · fsapartners.ed.gov
- Publication 590-A (2025), Contributions to Individual Retirement Arrangements (IRAs) · irs.gov
- What Is a Roth Conversion? Rules, Taxes, and More · schwab.com
- Topic no. 451, Individual retirement arrangements (IRAs) · irs.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
FAFSA Roth conversion taxable income income protection allowance prior-prior year FAFSA retirement account conversion 2026 2027 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
IRS Roth conversion taxable income traditional IRA conversion 2026 tax rules OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |