Real ChatGPT answer · index seedRCplxejY9iYcompleteInsurance · health insurance plansinformational

What is the formula for calculating monthly health insurance premiums for a retired married couple living on social security and investment income?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the formula for calculating monthly health insurance premiums for a retired married couple living on social security and investment income?
3 real searches · 1 real-search pass
2026 Medicare Part B premiums IRMAA married filing jointly 2024 income official CMS SSAGoogle ↗
OBSERVEDShort fact
Medicare IRMAA uses tax return from two years ago modified adjusted gross income tax exempt interest official SSAGoogle ↗
OBSERVEDReason
ACA marketplace household income Social Security investment income MAGI official healthcare.govGoogle ↗
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 (3)
Short fact33%Other / navigational33%ComparisonConsequenceReason33%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
2026 Medicare Part B premiums IRMAA married filing jointly 2024 income official CMS SSA Google ↗
Medicare IRMAA uses tax return from two years ago modified adjusted gross income tax exempt interest official SSA Google ↗
ACA marketplace household income Social Security investment income MAGI official healthcare.gov Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 Medicare Part B premiums IRMAA married filing jointly 2024 income official CMS SSA
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1
Medicare IRMAA uses tax return from two years ago modified adjusted gross income tax exempt interest official SSA
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
ACA marketplace household income Social Security investment income MAGI official healthcare.gov
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1