Real ChatGPT answer · index seedStPmFey33dEcompleteInsurance · Medicare plansbrand

How are the IRMAA surcharges calculated if our income drops significantly after we both officially retire this spring?

ChatGPTgpt-62 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How are the IRMAA surcharges calculated if our income drops significantly after we both officially retire this spring?
2 real searches · 1 real-search pass
SSA-44 retirement work stoppage IRMAA life changing event current income estimate 2026 officialGoogle ↗
OBSERVEDConsequence
2026 Medicare IRMAA brackets Part B Part D official CMSGoogle ↗
OBSERVEDOther / navigational

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 / navigational50%ComparisonConsequence50%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
SSA-44 retirement work stoppage IRMAA life changing event current income estimate 2026 official Google ↗
2026 Medicare IRMAA brackets Part B Part D official CMS Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
SSA-44 retirement work stoppage IRMAA life changing event current income estimate 2026 official
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
2026 Medicare IRMAA brackets Part B Part D official CMS
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1