Real ChatGPT answer · index seedG4x9CJydnBocompleteHealth and wellness · common conditions and symptomsinformational
Why is the cost of insulin without insurance so high and what foundational factors influence these pricing structures in the United States?
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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 foundational factors influence these pricing structures in the United States?
3 real searches · 1 real-search pass
United States insulin pricing list price PBM rebates uninsured patients HHS ASPE report insulin prices market competitionGoogle ↗
OBSERVEDComparison
FTC pharmacy benefit managers insulin rebates formulary placement report 2024Google ↗
OBSERVEDReason
FDA insulin biosimilars competition patents market concentration United States insulin pricing reportGoogle ↗
OBSERVEDComparison
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)
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
United States insulin pricing list price PBM rebates uninsured patients HHS ASPE report insulin prices market competition Google ↗
FTC pharmacy benefit managers insulin rebates formulary placement report 2024 Google ↗
FDA insulin biosimilars competition patents market concentration United States insulin pricing report Google ↗
- The Changing Insulin Affordability Landscape: Lower Out-of-Pocket Costs and Expanded Access Pathways · aspe.hhs.gov
- Insulin: Uneven Progress Toward Affordability · drugpricing.norc.org
- Comparing Insulin Prices in the United States to Other Countries: Updated Results Using 2022 Data - Comparing Prescription Drugs in the U.S. and Other Countries: Prices and Availability · ncbi.nlm.nih.gov
- Comparing Insulin Prices in the United States to Other Countries: Updated Results Using 2022 Data · doi.org
- 9. Pharmacologic Approaches to Glycemic Treatment: Standards of Care in Diabetes—2026 | Diabetes Care · doi.org
- Congressional · congress.gov
- FTC Sues Prescription Drug Middlemen for Artificially Inflating Insulin Drug Prices · ftc.gov
- GetInsulin.org · getinsulin.org
- RAND: Comparing Insulin Prices in the United States to Other Countries · rand.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
United States insulin pricing list price PBM rebates uninsured patients HHS ASPE report insulin prices market competition OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
FTC pharmacy benefit managers insulin rebates formulary placement report 2024 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
FDA insulin biosimilars competition patents market concentration United States insulin pricing report OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |