openFDA Drug Labels & Ingredients Scraper

Extract structured drug labeling for US medicines: brand and generic name, manufacturer, product type, route, active and inactive ingredients, NDC/RxCUI/UNII codes and the full set of label sections, including boxed warnings, warnings and cautions, mechanism of action, clinical pharmacology, use in specific populations (pregnancy, pediatric, geriatric), overdosage, how supplied and a direct DailyMed label link

📥 Input · 📤 Output · 💰 Pricing · ▶️ Examples

45+ fields per label

OTC + Rx drug labels

JSON / CSV / Excel output formats

Who is it for

Use case	Who benefits
Building and enriching a drug reference database	Pharma and health data teams
Powering medication lookup in a health app	Product and engineering teams
Ingredient, NDC and RxNorm mapping	Data engineers and informaticists
Competitive and formulary research	Pharma market intelligence teams
Labeling and compliance monitoring	Regulatory affairs teams

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.

Example use cases

Ready-to-run example tasks, each preconfigured for a common scenario. Open one and press run, or use it as a template:

• Ibuprofen OTC Drug Labels (openFDA): Export over-the-counter ibuprofen drug labels, with active ingredients, dosage, warnings, manufacturer and product type.
• Atorvastatin Prescription Drug Labels: Export prescription atorvastatin drug labels, with indications, dosage, warnings, active ingredients and manufacturer.
• Acetaminophen OTC Drug Labels (openFDA): Export over-the-counter acetaminophen drug labels, with dosage, warnings, active ingredients, manufacturer and route.
• Pfizer Drug Labels by Manufacturer (openFDA): Export drug labels manufactured by Pfizer, with brand and generic names, indications, dosage and active ingredients.
• Amoxicillin Antibiotic Drug Labels (openFDA): Export amoxicillin antibiotic drug labels, with indications, dosage, warnings, active ingredients and manufacturer.
• Ophthalmic Eye Drop Drug Labels (openFDA): Export ophthalmic route drug labels for eye drops, with active ingredients, dosage, warnings and manufacturer details.
• Metformin Diabetes Drug Labels (openFDA): Export metformin diabetes drug labels, with indications, dosage, warnings, active ingredients and manufacturer details.
• Topical Hydrocortisone Drug Labels (openFDA): Export topical hydrocortisone drug labels, with active ingredients, dosage, warnings, route and manufacturer details.
• Lisinopril Blood Pressure Drug Labels (openFDA): Export lisinopril blood pressure drug labels, with indications, dosage, warnings, active ingredients and manufacturer.
• Aspirin OTC Drug Labels (openFDA): Export over-the-counter aspirin drug labels, with dosage, warnings, active ingredients, manufacturer and product type.

Export, API and AI agents (x402 + MCP)

Export the scraped data to JSON, CSV or Excel, pull it as a dataset through the Apify API, or wire it into your app with no code. This web scraper and data extractor also works for bulk data extraction and scheduled runs.

For AI agents: this Actor is available on x402, Apify's agentic payment standard built with Coinbase. An AI agent can discover, pay for and run it on its own with a funded wallet and a single HTTP request: no account, no subscription, no API key and no human in the loop. It also runs as an MCP tool inside Claude, Cursor and other AI clients out of the box. Learn more about x402 agentic payments on Apify.

Related scrapers

Need data from the same space? Here are other scrapers we build and maintain:

• openFDA Medical Device Adverse Events & Recalls Scraper: Extract FDA medical device adverse events (MAUDE), device recalls and 510(k) clearances.
• openFDA Drug Events & Recalls Scraper: Scrape FDA drug adverse event reports (FAERS) and drug recall and enforcement actions.
• NPPES NPI Provider Scraper: Scrape US healthcare provider records from the official NPPES NPI Registry.

More scrapers at scrapers.lat

This actor is built and maintained by scrapers.lat, where we publish scrapers for Latin American and US public platforms: real estate, jobs, e-commerce, company registries and government data. Browse the full catalog, see live sample output for each one, or ask us for a custom scraper at scrapers.lat.

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This actor is an independent tool and has no affiliation with the FDA or openFDA. It only accesses data that is publicly available through the open FDA data service. Use it in accordance with the applicable terms of service.