How does spousal eligibility status affect our ability to qualify for low income subsidy programs on our Medicare Part D drug plans
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How does spousal eligibility status affect our ability to qualify for low income subsidy programs on our Medicare Part D drug plans
3 real searches · 1 real-search pass
2026 Medicare Part D Extra Help married couple living together spouse income resources separated SSA officialGoogle ↗
OBSERVEDReason
site:ssa.gov Extra Help spouse living together income resources married couple 2026Google ↗
OBSERVEDOther / navigational
site:medicare.gov 2026 Extra Help income limits married couple resources spouseGoogle ↗
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)
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 D Extra Help married couple living together spouse income resources separated SSA official Google ↗
site:ssa.gov Extra Help spouse living together income resources married couple 2026 Google ↗
site:medicare.gov 2026 Extra Help income limits married couple resources spouse Google ↗
- Help with drug costs · medicare.gov
- SSA - POMS: HI 03001.005 - Medicare Part D Extra Help (Low-Income Subsidy or LIS) · secure.ssa.gov
- SSA - POMS: HI 03001.020 - Eligibility for Extra Help (Prescription Drug Low-Income Subsidy) · secure.ssa.gov
- Code of Federal Regulations § 418.3310 · ssa.gov
- Code of Federal Regulations § 418.3410 · ssa.gov
- SSA Handbook § 2610 · ssa.gov
- SSA Handbook § 2604 · ssa.gov
- Apply for Extra Help · ssa.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 Medicare Part D Extra Help married couple living together spouse income resources separated SSA official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
site:ssa.gov Extra Help spouse living together income resources married couple 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
site:medicare.gov 2026 Extra Help income limits married couple resources spouse OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |