Real ChatGPT answer · index seedxUyhLCXPH9AcompleteCareers and HR · workplace benefitsbrand

How do HSA contribution limits change the year you turn sixty five and enroll in Medicare to avoid IRS tax penalties?

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

The searches the AI actually ran for this prompt.

SEED QUERY
How do HSA contribution limits change the year you turn sixty five and enroll in Medicare to avoid IRS tax penalties?
2 real searches · 1 real-search pass
IRS HSA contribution limits Medicare enrollment age 65 retroactive Part A six months excess contributions Publication 969 2026Google ↗
OBSERVEDConsequence
IRS Publication 969 HSA Medicare contributions prorated monthly age 65Google ↗
OBSERVEDReason

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 / navigationalComparisonConsequence50%Reason50%DefinitionInstructionYes / 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
IRS HSA contribution limits Medicare enrollment age 65 retroactive Part A six months excess contributions Publication 969 2026 Google ↗
IRS Publication 969 HSA Medicare contributions prorated monthly age 65 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
IRS HSA contribution limits Medicare enrollment age 65 retroactive Part A six months excess contributions Publication 969 2026
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
IRS Publication 969 HSA Medicare contributions prorated monthly age 65
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1