Real ChatGPT answer · index seedLlRXLvwYEG4completeInsurance · Medicare planscomparison

How are IRMAA surcharge brackets calculated and will my one-time IRA withdrawal this year push me into a higher Medicare premium tier

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How are IRMAA surcharge brackets calculated and will my one-time IRA withdrawal this year push me into a higher Medicare premium tier
2 real searches · 1 real-search pass
2026 Medicare IRMAA brackets income thresholds CMS 2026 Part B Part D premiums officialGoogle ↗
OBSERVEDConsequence
2028 Medicare IRMAA brackets 2026 income two year lookback SSA official appeal life changing eventGoogle ↗
OBSERVEDConsequence

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)
Short factOther / navigationalComparisonConsequence100%ReasonDefinitionInstructionYes / no

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
2026 Medicare IRMAA brackets income thresholds CMS 2026 Part B Part D premiums official Google ↗
2028 Medicare IRMAA brackets 2026 income two year lookback SSA official appeal life changing event Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 Medicare IRMAA brackets income thresholds CMS 2026 Part B Part D premiums official
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
2028 Medicare IRMAA brackets 2026 income two year lookback SSA official appeal life changing event
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1