Real ChatGPT answer · index seedAyG2zFdNHxkcompleteFinance and banking · retirement accountscommercial
Can you explain how Roth versus traditional retirement withdrawals affect my Medicare premium surcharges and social security taxes this year?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you explain how Roth versus traditional retirement withdrawals affect my Medicare premium surcharges and social security taxes this year?
3 real searches · 1 real-search pass
2026 Medicare Part B IRMAA brackets 2024 income CMS official 2026Google ↗
OBSERVEDConsequence
IRS 2026 taxation Social Security benefits provisional income thresholds traditional IRA distributions Roth qualified distributionsGoogle ↗
OBSERVEDReason
Medicare IRMAA 2026 premiums income brackets official CMS 2026 Part DGoogle ↗
OBSERVEDReason
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
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 Medicare Part B IRMAA brackets 2024 income CMS official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
IRS 2026 taxation Social Security benefits provisional income thresholds traditional IRA distributions Roth qualified distributions OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Medicare IRMAA 2026 premiums income brackets official CMS 2026 Part D OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |