💊 openFDA Drug Labels Scraper

🚀 Pull FDA drug label records via openFDA. Open as tabular records, or tabular.

🕒 Last updated: 2026-05-27 · 📊 12+ fields per record · United States (FDA)

This Apify Actor queries openFDA (api.fda.gov) and returns structured records ready to plug into BI tools, CRMs, or downstream pipelines.

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Target Audience / Use Cases

🎯 Target Audience	💡 Primary Use Cases
Pharma teams	Label research
Regulatory	Compliance
Healthcare	Drug info

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📋 What this scraper does

• Real-time queries against openFDA (api.fda.gov)
• Structured output with 12+ fields per record
• Filter and search options
• Pull to tabular records
• No login or API key required

💡 Why it matters: structured access unlocks analytical workflows that manual UI browsing cannot reach.

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🎬 Full Demo

🚧 Coming soon

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⚙️ Input

Set maxItems and optional filters in the input panel. See the input schema for available fields.

Example:

{"maxItems": 50}

⚠️ Good to Know: results reflect the live source at scrape time.

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📊 Output

Each record returns 12+ fields plus sourceUrl, scrapedAt, error.

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✨ Why choose this Actor

• 🟢 Real-time queries
• 🟢 No login or API key required
• 🟢 Structured output
• 🟢 Up to 1M records per paid run

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📈 How it compares to alternatives

Option	Free	Bulk pull	Live
Source website	Yes	No	Yes
Manual pull	Yes	Slow	Yes
ParseForge openFDA Drug Labels Scraper	Yes	Yes	Yes

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🚀 How to use

1. Create a free account w/ $5 credit
2. Open the Actor input panel
3. Configure maxItems and filters
4. Click Start
5. Open dataset (tabular / spreadsheet / tabular / tabular)

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💼 Business use cases

• Research: structured datasets unlock analysis impossible from the live UI
• Lead generation: pull contact info and filter at scale
• Compliance: monitor records and trigger alerts
• Data enrichment: join with CRM, ERP, or BI pipelines

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🔌 Automating openFDA Drug Labels Scraper

Integrate with Make, Zapier, n8n, Slack, Google Sheets, Airtable, AWS, or webhooks via the Apify integrations menu.

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🌟 Beyond business use cases

• Research: academic studies and trend analysis
• Journalism: source data for investigative reporting
• Non-profit: transparency and accountability dashboards
• Experimentation: train ML models on real public data

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🤖 Ask an AI assistant about this scraper

Plug this Actor into your favorite AI assistant for natural-language querying of fresh data.

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❓ Frequently Asked Questions

❓ Is it legal? Yes - only public, anonymous data. 💳 Is it free? Free tier returns up to 10 items per run. Paid plans unlock up to 1M. 🔑 Do I need an API key? No. ⏱️ How fresh is the data? Real-time at scrape time. 📦 What shape? tabular records. 🔌 Integrations? Make, Zapier, n8n, Slack, Google Sheets, Airtable, webhooks. 🌍 Coverage? United States (FDA). 🚨 Will it break? We monitor and patch sources daily. 📈 How many records? Up to 1,000,000 per paid run. 💼 Commercial use? Yes.

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🔌 Integrate with any app

Make, Zapier, n8n, Slack, Discord, Google Sheets, Airtable, Notion, AWS Lambda, GCP Functions, Azure, Webhooks, REST API, Python SDK, JS SDK.

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🔗 Recommended Actors

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💡 Pro Tip: browse the complete ParseForge collection for more public-data scrapers.

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Disclaimer: this Actor only accesses publicly available data and respects target sites. Use responsibly.