Real ChatGPT answer · index seed8OSTx08Kyo4completeInsurance · Medicare planscomparison

How does the IRMAA surcharge bracket for a married couple filing jointly affect our choice between UnitedHealthcare and Humana plans this year?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How does the IRMAA surcharge bracket for a married couple filing jointly affect our choice between UnitedHealthcare and Humana plans this year?
2 real searches · 1 real-search pass
2026 Medicare IRMAA brackets married filing jointly Part B Part D official SSA CMSGoogle ↗
OBSERVED
UnitedHealthcare Humana 2026 Medicare Advantage plan premiums Virginia Leesburg benefits comparison official MedicareGoogle ↗
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
2026 Medicare IRMAA brackets married filing jointly Part B Part D official SSA CMS Google ↗
UnitedHealthcare Humana 2026 Medicare Advantage plan premiums Virginia Leesburg benefits comparison official Medicare Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 Medicare IRMAA brackets married filing jointly Part B Part D official SSA CMS
OBSERVED
Google ↗
AI Mode ↗
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of 1
UnitedHealthcare Humana 2026 Medicare Advantage plan premiums Virginia Leesburg benefits comparison official Medicare
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1