Real ChatGPT answer · index seedeQPk0V37OcwcompleteHealth and wellness · common conditions and symptomscommercial

Are there any new federal discount cards or state-level assistance programs that significantly reduce the retail cost of insulin without insurance for type 1 diabetics?

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 discount cards or state-level assistance programs that significantly reduce the retail cost of insulin without insurance for type 1 diabetics?
3 real searches · 1 real-search pass
2026 federal insulin discount programs uninsured patients manufacturer patient assistance insulin cash price 2026Google ↗
OBSERVED
California insulin assistance programs uninsured residents 2026 insulin affordability state programGoogle ↗
OBSERVED
2026 insulin savings programs uninsured Novo Nordisk Lilly Sanofi patient assistance eligibilityGoogle ↗
OBSERVED

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.

Classifying 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
2026 federal insulin discount programs uninsured patients manufacturer patient assistance insulin cash price 2026 Google ↗
California insulin assistance programs uninsured residents 2026 insulin affordability state program Google ↗
2026 insulin savings programs uninsured Novo Nordisk Lilly Sanofi patient assistance eligibility Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 federal insulin discount programs uninsured patients manufacturer patient assistance insulin cash price 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
California insulin assistance programs uninsured residents 2026 insulin affordability state program
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
2026 insulin savings programs uninsured Novo Nordisk Lilly Sanofi patient assistance eligibility
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1