Real ChatGPT answer · index seed6g4dRFPZxSYcompleteInsurance · Medicare planscommercial

What financial thresholds does the government use this year to determine eligibility for Medicare savings programs for retired sole proprietors?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What financial thresholds does the government use this year to determine eligibility for Medicare savings programs for retired sole proprietors?
2 real searches · 1 real-search pass
2026 Medicare Savings Program income limits QMB SLMB QI resource limits official CMS 2026Google ↗
OBSERVEDReason
Texas Medicare Savings Program 2026 income limits sole proprietor self-employment income eligibilityGoogle ↗
OBSERVEDShort fact

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 fact50%Other / navigationalComparisonConsequenceReason50%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 Medicare Savings Program income limits QMB SLMB QI resource limits official CMS 2026 Google ↗
Texas Medicare Savings Program 2026 income limits sole proprietor self-employment income eligibility Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 Medicare Savings Program income limits QMB SLMB QI resource limits official CMS 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Texas Medicare Savings Program 2026 income limits sole proprietor self-employment income eligibility
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1