Real ChatGPT answer · index seed2I1KHFqm9G8completeHealth and wellness · common conditions and symptomscommercial

why is the cost of insulin without insurance so high and what are the best discount cards to bring to the pharmacy

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

The searches the AI actually ran for this prompt.

SEED QUERY
why is the cost of insulin without insurance so high and what are the best discount cards to bring to the pharmacy
3 real searches · 1 real-search pass
2026 insulin manufacturer savings programs uninsured insulin cash price Lilly Novo Nordisk Sanofi officialGoogle ↗
OBSERVEDOther / navigational
2026 insulin discount cards GoodRx SingleCare RxSaver cash price limitations insulin officialGoogle ↗
OBSERVEDComparison
2026 federal insulin $35 cap uninsured Medicare only uninsured manufacturer programsGoogle ↗
OBSERVEDYes / no

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 / navigational33%Comparison33%ConsequenceReasonDefinitionInstructionYes / no33%

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 insulin manufacturer savings programs uninsured insulin cash price Lilly Novo Nordisk Sanofi official Google ↗
2026 insulin discount cards GoodRx SingleCare RxSaver cash price limitations insulin official Google ↗
2026 federal insulin $35 cap uninsured Medicare only uninsured manufacturer programs Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 insulin manufacturer savings programs uninsured insulin cash price Lilly Novo Nordisk Sanofi official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
2026 insulin discount cards GoodRx SingleCare RxSaver cash price limitations insulin official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
2026 federal insulin $35 cap uninsured Medicare only uninsured manufacturer programs
OBSERVED
Google ↗
AI Mode ↗
—Yes / no——1x
of 1