Real ChatGPT answer · index seedxsfjshvSe8scompleteInsurance · Medicare plansinformational

What are the exact income and asset thresholds for the Qualified Medicare Beneficiary program this year, and does my pension count toward the calculation?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the exact income and asset thresholds for the Qualified Medicare Beneficiary program this year, and does my pension count toward the calculation?
2 real searches · 1 real-search pass
2026 Qualified Medicare Beneficiary QMB income limits resource asset limits official Medicare 2026Google ↗
OBSERVEDReason
2026 Medicare Savings Program QMB pension income counted gross pension exclusions official MedicaidGoogle ↗
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 / 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
2026 Qualified Medicare Beneficiary QMB income limits resource asset limits official Medicare 2026 Google ↗
2026 Medicare Savings Program QMB pension income counted gross pension exclusions official Medicaid Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 Qualified Medicare Beneficiary QMB income limits resource asset limits official Medicare 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
2026 Medicare Savings Program QMB pension income counted gross pension exclusions official Medicaid
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1