Real ChatGPT answer · index seedYOYUhyQ2Ev8completeInsurance · Medicare plansinformational

My modified adjusted gross income just jumped significantly and I need to know how the IRMAA surcharge brackets are calculated for my Medicare Part B and D premiums starting this month.

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
My modified adjusted gross income just jumped significantly and I need to know how the IRMAA surcharge brackets are calculated for my Medicare Part B and D premiums starting this month.
2 real searches · 1 real-search pass
2026 Medicare IRMAA brackets Part B Part D married filing jointly single CMS SSA 2026Google ↗
OBSERVEDConsequence
Social Security request reconsideration IRMAA life changing event form SSA-44 tax return two years priorGoogle ↗
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). 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
2026 Medicare IRMAA brackets Part B Part D married filing jointly single CMS SSA 2026 Google ↗
Social Security request reconsideration IRMAA life changing event form SSA-44 tax return two years prior Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 Medicare IRMAA brackets Part B Part D married filing jointly single CMS SSA 2026
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Social Security request reconsideration IRMAA life changing event form SSA-44 tax return two years prior
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1