Are there any loophole strategies to qualify a retired parent for the Specified Low-Income Medicare Beneficiary program when their pension slightly exceeds the state threshold?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are there any loophole strategies to qualify a retired parent for the Specified Low-Income Medicare Beneficiary program when their pension slightly exceeds the state threshold?
2 real searches · 1 real-search pass
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)
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 SLMB income limits pension income disregard Medicare Savings Programs official CMS Medicaid Google ↗
Florida 2026 Medicare Savings Program SLMB income limits Florida Medicaid official Google ↗
- MEMORANDUM · myflfamilies.com
- Medicare Savings Programs (MSPs) and Low-Income Subsidy (LIS) Coverage Groups · myflfamilies.com
- Medicare Savings Programs · medicare.gov
- SSA - POMS: HI 00815.023 - Medicare Savings Programs Income and Resource Limits · secure.ssa.gov
- Medicare Savings Programs · medicare.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 SLMB income limits pension income disregard Medicare Savings Programs official CMS Medicaid OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Florida 2026 Medicare Savings Program SLMB income limits Florida Medicaid official OBSERVED | Google ↗ AI Mode ↗ | — | Yes / no | — | — | 1x of 1 |