Real ChatGPT answer · index seedai7T5kvnnDIcompleteInsurance · Medicare planscommercial

Are there any new federal rules or income limits for extra help subsidies that just changed for this year?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are there any new federal rules or income limits for extra help subsidies that just changed for this year?
3 real searches · 1 real-search pass
2026 Medicare Extra Help income limits resource limits Social Security official 2026Google ↗
OBSERVEDOther / navigational
site:ssa.gov/pubs Medicare Extra Help 2026 income resource limitsGoogle ↗
OBSERVEDOther / navigational
site:cms.gov 2026 Part D Extra Help subsidy income limitsGoogle ↗
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)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

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

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 Medicare Extra Help income limits resource limits Social Security official 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
site:ssa.gov/pubs Medicare Extra Help 2026 income resource limits
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
site:cms.gov 2026 Part D Extra Help subsidy income limits
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1