Real ChatGPT answer · index seeddTgvV8uIJVAcompleteInsurance · Medicare planscomparison

How does applying for low income subsidies impact my eligibility for Medicare savings programs and do I qualify with an entry-level salary

ChatGPTgpt-63 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How does applying for low income subsidies impact my eligibility for Medicare savings programs and do I qualify with an entry-level salary
3 real searches · 1 real-search pass
2026 Medicare Savings Program income limits Texas QMB SLMB QI official 2026Google ↗
OBSERVEDOther / navigational
2026 Extra Help income limits resource limits Medicare officialGoogle ↗
OBSERVEDOther / navigational
Texas Medicare Savings Programs apply income limits 2026 HHSCGoogle ↗
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

ChatGPT3 real searches · gpt-6
2026 Medicare Savings Program income limits Texas QMB SLMB QI official 2026 Google ↗
2026 Extra Help income limits resource limits Medicare official Google ↗
Texas Medicare Savings Programs apply income limits 2026 HHSC Google ↗
  1. Appendix IX, Medicare Savings Program Information · fhb.hhs.texas.gov
  2. Q-3200, SLMB Income Limits · fhb.hhs.texas.gov
  3. Appendix VIII, Income and Resource Limits · fhb.hhs.texas.gov
  4. Save on your Medicare drug costs with Extra Help · medicare.gov
  5. Your Texas Benefits · yourtexasbenefits.com
  6. Social Security · ssa.gov
  7. Help with drug costs · medicare.gov
  8. Medicare · hhs.texas.gov

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 Medicare Savings Program income limits Texas QMB SLMB QI official 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
2026 Extra Help income limits resource limits Medicare official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Texas Medicare Savings Programs apply income limits 2026 HHSC
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1