Real ChatGPT answer · index seedg5JGT2II6sMcompleteInsurance · Medicare plansinformational

What income sources are counted by the Social Security Administration when determining eligibility for low income Medicare subsidies for prescription drugs?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What income sources are counted by the Social Security Administration when determining eligibility for low income Medicare subsidies for prescription drugs?
2 real searches · 1 real-search pass
SSA Extra Help income what counts income exclusions earned unearned income 2026 officialGoogle ↗
OBSERVEDComparison
Medicare Extra Help income limits what income counts SSA 2026 officialGoogle ↗
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 / navigationalComparison50%ConsequenceReason50%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
SSA Extra Help income what counts income exclusions earned unearned income 2026 official Google ↗
Medicare Extra Help income limits what income counts SSA 2026 official Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
SSA Extra Help income what counts income exclusions earned unearned income 2026 official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Medicare Extra Help income limits what income counts SSA 2026 official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1