Real ChatGPT answer · index seedyoxqVPxf28McompleteFinance and banking · retirement accountscomparison

Is a Roth versus traditional account withdrawal better for avoiding Medicare premium surcharges next year?

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is a Roth versus traditional account withdrawal better for avoiding Medicare premium surcharges next year?
2 real searches · 1 real-search pass
Medicare IRMAA two year lookback 2027 premiums 2025 tax return Roth IRA qualified distributions MAGI traditional IRA distributions officialGoogle ↗
OBSERVED
IRS Roth IRA qualified distributions taxable income traditional IRA distributions taxable officialGoogle ↗
OBSERVED

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.

Classifying 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
Medicare IRMAA two year lookback 2027 premiums 2025 tax return Roth IRA qualified distributions MAGI traditional IRA distributions official Google ↗
IRS Roth IRA qualified distributions taxable income traditional IRA distributions taxable official Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Medicare IRMAA two year lookback 2027 premiums 2025 tax return Roth IRA qualified distributions MAGI traditional IRA distributions official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
IRS Roth IRA qualified distributions taxable income traditional IRA distributions taxable official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1