openFDA Scraper — Drug Recalls, Labels & Adverse Events, structured JSON, no API key

Search FDA open data across five datasets — drug recalls, device recalls, food recalls, drug labels and drug adverse-event reports — straight from the openFDA API and get back clean, structured JSON: classification, recall reason, recalling firm, dates, product details and more. Search by drug name, manufacturer or keyword, or use advanced openFDA field syntax, and collect up to 25,000 records per term. No account, no API key. Built for pharma, regulatory, pharmacovigilance and safety-research teams.

Features

• 🗃️ Five datasets, one Actor — choose dataset: drug_recalls, device_recalls, food_recalls, drug_labels or drug_adverse_events.
• 🔎 Multi-term search — pass any number of searchTerms (drug, manufacturer or keyword); each runs separately and every row is tagged with its dataset and searchTerm.
• 🧪 Advanced query syntax — use native openFDA field filters like classification:"Class I" or recalling_firm:"Pfizer" directly in a search term.
• ⚠️ Recall detail — classification, status, reason for recall, recalling firm, distribution pattern, quantity and initiation/report dates for enforcement records.
• 💊 Labels & events too — drug-label runs return purpose, indications, warnings and dosage; adverse-event runs return reactions, seriousness flags and patient demographics.
• 🏭 openFDA enrichment — brand names, generic names and manufacturer names pulled from the embedded openfda block.
• 📈 Scales deep — collect up to 25,000 records per term with automatic pagination and retries.

What you get

Each dataset row is one FDA record. Fields depend on the chosen dataset; here's a drug_recalls example:

{
  "dataset": "drug_recalls",
  "searchTerm": "metformin",
  "title": "Metformin Hydrochloride Extended-Release Tablets, USP 500 mg",
  "recallNumber": "D-1234-2023",
  "status": "Ongoing",
  "classification": "Class II",
  "reason": "Presence of N-Nitrosodimethylamine (NDMA) above the acceptable limit.",
  "firm": "Example Pharmaceuticals Inc.",
  "productDescription": "Metformin Hydrochloride Extended-Release Tablets, USP 500 mg, 100-count bottle",
  "productType": "Drugs",
  "distributionPattern": "Nationwide in the United States",
  "productQuantity": "12,000 bottles",
  "voluntaryMandated": "Voluntary: Firm initiated",
  "city": "Trenton",
  "state": "NJ",
  "country": "United States",
  "date": "20230115",
  "reportDate": "20230201",
  "brandNames": ["Metformin"],
  "genericNames": ["metformin hydrochloride"],
  "manufacturers": ["Example Pharmaceuticals Inc."]
}

Input

{
  "dataset": "drug_recalls",
  "searchTerms": ["metformin", "valsartan"],
  "maxResultsPerTerm": 100
}

Field	Description
dataset	Which FDA dataset to search: drug_recalls, device_recalls, food_recalls, drug_labels or drug_adverse_events.
searchTerms	Drug name, manufacturer or keyword. Advanced openFDA field syntax (e.g. classification:"Class I") also works.
maxResultsPerTerm	Maximum records to collect per search term (1–25,000).

Use cases

• Monitor drug or device recalls by manufacturer and classification for regulatory compliance.
• Pull adverse-event reports for a drug to support pharmacovigilance and safety signal review.
• Extract label content (indications, warnings, dosage) for a portfolio of products.
• Track food-safety recalls by firm, reason or distribution region.

Pricing

Pay-per-event: you're billed a small amount per run and per item scraped — you only pay for what you get. See the Pricing tab for current rates.

FAQ

Do I need an API key or account? No. The Actor uses the public openFDA API, which is free and open — no login and no key required.

How many records can I get per run? Up to 25,000 records per search term, collected with automatic pagination and retries. Pass multiple searchTerms and each one runs separately, tagged with its own dataset and searchTerm.

How fresh is the data? Records reflect openFDA's published data at run time. The FDA updates each dataset on its own schedule, so recency varies by dataset; data may also be incomplete or revised over time.

Is the data official? Yes — the Actor returns the FDA's own open data as-is. It is an independent tool and is not affiliated with or endorsed by the U.S. Food and Drug Administration; consult official FDA sources for regulatory decisions.

What's the output format? Flat JSON, one record per FDA entry, with fields that depend on the chosen dataset (recalls, labels or adverse events) plus enriched brand, generic and manufacturer names. Export as JSON, CSV or Excel.

Related Actors

More government and regulatory data scrapers from the same publisher:

• ClinicalTrials Scraper — clinical study records from ClinicalTrials.gov.
• USASpending.gov Scraper — US federal contracts, grants, loans and awards.
• SEC EDGAR Filings Scraper — 10-K, 10-Q and 8-K filings by ticker or CIK.
• Brazil CNPJ Scraper — official Brazilian company records from Receita Federal.

Notes

This Actor uses the public openFDA API and returns the FDA's own open data as-is, over openly available records with no login required. It is an independent tool and is not affiliated with, endorsed by, or sponsored by the U.S. Food and Drug Administration. FDA data may be incomplete or updated over time; consult official FDA sources for regulatory decisions.