openFDA Drug Labels & Ingredients Scraper
Extract structured drug labeling for US medicines: brand and generic name, manufacturer, product type (OTC or prescription), route, active ingredients and strengths, NDC and application numbers, plus label sections like indications, dosage, warnings and interactions. Export to JSON, CSV or Excel.
{ "setId": "0cbce382-9c88-4f58-ae0f-532a841e8f95", "splId": "b8c33971-54b3-4971-bf7f-1bec66999a29", "brandName": ["Warfarin Sodium"], "genericName": ["WARFARIN SODIUM"], "manufacturerName": ["Teva Pharmaceuticals USA, Inc."], "productType": "HUMAN PRESCRIPTION DRUG", "route": ["ORAL"], "substanceName": ["WARFARIN SODIUM"], "productNdc": ["0093-1712","0093-1713","0093-1714","0093-1… }
Every run returns clean, typed records, ready for your CRM, spreadsheet or database.
- One clean record per result, deduped and normalized
- Stable schema in JSON, CSV or Excel, or read it via the Apify API
- Pay per use in the cloud, nothing to install or maintain
A real example record, exactly the shape you receive.
| Set Id | Spl Id | Brand Name | Generic Name |
|---|---|---|---|
| 0cbce382-9c88-4f58-ae0f-532a841e8… | b8c33971-54b3-4971-bf7f-1bec66999… | ["Warfarin Sodium"] | ["WARFARIN SODIUM"] |
| 1244c338-9140-425a-bf2a-9da6b4ac0… | 55027266-c106-cf08-e063-6394a90ab… | ["Warfarin Sodium"] | ["WARFARIN SODIUM"] |
| 19a69a72-ac5d-45d5-a94d-a5aaecbe4… | 396ff415-9bf2-8f45-e063-6394a90af… | ["Jantoven"] | ["WARFARIN SODIUM"] |
| 21255cd5-3c2e-4574-9620-9347d1425… | 39fd1172-a49a-5ea2-e063-6394a90a7… | ["Warfarin Sodium"] | ["WARFARIN SODIUM"] |
| 2c8f47c6-a180-4ad8-b962-04069d227… | 1997af85-ab19-433b-9467-e360932e3… | ["Warfarin Sodium"] | ["WARFARIN SODIUM"] |
{ "setId": "0cbce382-9c88-4f58-ae0f-532a841e8f95", "splId": "b8c33971-54b3-4971-bf7f-1bec66999a29", "brandName": ["Warfarin Sodium"], "genericName": ["WARFARIN SODIUM"], "manufacturerName": ["Teva Pharmaceuticals USA, Inc."], "productType": "HUMAN PRESCRIPTION DRUG", "route": ["ORAL"], "substanceName": ["WARFARIN SODIUM"], "productNdc": ["0093-1712","0093-1713","0093-1714","0093-1… }
Frequently asked questions
What does one record represent?
One official structured product label for a US medicine, covering both over-the-counter and prescription drugs, with identity fields, ingredients, codes and the key label text sections.
How do I search?
Type a brand name, generic name, active ingredient or manufacturer and it is matched across all of them. You can also paste a raw expression that names a field, such as openfda.manufacturer_name:Pfizer or openfda.route:OPHTHALMIC. Leave the search empty to pull the most recent labels.
Can I filter the results?
Yes. Restrict by product type (over-the-counter, prescription or cellular therapy), by route of administration, and by manufacturer. Filters combine with the search.
How many records can I pull in one run?
Large pulls are paginated with a skip offset up to 25000 records per query. For bigger datasets, narrow the search keyword or add a filter so each run stays under that ceiling.
What happens to missing fields?
Labels vary in completeness, so any field not present for a given label is returned as null. The scraper never invents values.
Ready when you are.
Run the scraper live on Apify right now, or have us build one tailored to exactly what you need.