How does the federal low-income subsidy program interact with standard Part D prescription drug tiers and deductible requirements?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How does the federal low-income subsidy program interact with standard Part D prescription drug tiers and deductible requirements?
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
Medicare Extra Help 2026 Part D deductible copayments tiers formulary official Medicare.gov CMS Google ↗
2026 Part D low income subsidy full subsidy deductible zero copay amounts CMS Google ↗
- How do drug plans work? · medicare.gov
- How much does Medicare drug coverage cost? · medicare.gov
- Medicare and You Handbook 2026 · medicare.gov
- Calendar Year (CY) 2026 Resource and Cost-Sharing Limits for Low-Income Subsidy (LIS) · cms.gov
- 42 CFR § 423.782 - Cost-sharing subsidy. | Electronic Code of Federal Regulations (e-CFR) | US Law · law.cornell.edu
- Final CY 2026 Part D Redesign Program Instructions · cms.gov
- Calendar Year (CY) 2026 Resource and Cost-Sharing Limits for Low-Income Subsidy (LIS) · cms.gov
- Help with drug costs · medicare.gov
- Low Income Subsidy for Medicare Prescription Drug Coverage · cms.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Medicare Extra Help 2026 Part D deductible copayments tiers formulary official Medicare.gov CMS OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
2026 Part D low income subsidy full subsidy deductible zero copay amounts CMS OBSERVED | Google ↗ AI Mode ↗ | — | Yes / no | — | — | 1x of 1 |