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DailyMed Drug Label Scraper - NIH Drug Data

Scrape DailyMed drug labels from the NIH. Search by drug name. Extract ingredients, dosage forms, NDC codes, labelers, and full pharmaceutical data.

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from $10.00 / 1,000 results

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lulz bot

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DailyMed Drug Label Scraper

Scrape drug label data from DailyMed, the NIH's official source for FDA-approved drug labeling. Search by drug name or fetch specific labels by set ID.

Features

Search mode: Search drug labels by name using the DailyMed API
Label mode: Fetch specific drug labels by set ID
Rich data extraction: Active ingredients, dosage form, route, NDC codes
Paginated search: Automatically follows API pagination for large result sets
NIH API + HTML parsing: Combines JSON API search with HTML detail page parsing

Input

Field	Type	Default	Description
`mode`	string	`"search"`	`"search"` to find drugs by name, `"label"` for specific set IDs.
`searchQueries`	string[]	`[]`	Drug names to search for (e.g. `["ibuprofen", "aspirin"]`).
`setIds`	string[]	`[]`	DailyMed SPL set IDs for direct label fetch.
`limit`	integer	`50`	Maximum number of labels to return per search query.
`proxyConfiguration`	object	-	Optional proxy settings.

Output

Each result includes:

Field	Description
`setId`	DailyMed SPL set identifier (UUID)
`splVersion`	SPL version number
`title`	Full drug label title
`genericName`	Generic drug name
`brandName`	Brand/trade name
`labeler`	Manufacturer/labeler name
`activeIngredients`	Array of active ingredient names
`dosageForm`	Dosage form (tablet, capsule, solution, etc.)
`route`	Route of administration (oral, topical, etc.)
`marketingCategory`	Product type / marketing category
`ndcCodes`	Array of National Drug Code numbers
`publishDate`	Date the label was published
`effectiveDate`	Marketing start date
`sourceUrl`	Full URL to the DailyMed drug info page
`scrapedAt`	ISO timestamp of when the data was scraped

Usage Examples

Search by drug name

{
    "mode": "search",
    "searchQueries": ["ibuprofen"],
    "limit": 20
}

Multiple drug search

{
    "mode": "search",
    "searchQueries": ["aspirin", "acetaminophen", "metformin"],
    "limit": 10
}

Fetch specific labels

{
    "mode": "label",
    "setIds": [
        "3a38add6-a114-4e18-836c-3bfc727db231",
        "07edcb31-d31d-4607-98c3-dcb1e062cc70"
    ]
}

How It Works

Search mode: Queries the DailyMed REST API (/services/v2/spls.json) for SPLs matching the drug name. Automatically paginates through results up to the limit. Then visits each drug's HTML detail page to extract rich structured data.
Label mode: Directly fetches the drug info HTML page for each set ID and parses the product information tables.
Data extraction: Parses DailyMed's structured HTML tables including Product Information, Active Ingredients, Product Characteristics, and Marketing Information sections.

Notes

DailyMed is maintained by the NIH National Library of Medicine
Data comes from FDA-approved drug labeling (package inserts)
Set IDs are UUIDs that uniquely identify each drug label
NDC (National Drug Code) is the universal product identifier for drugs in the US
The API is free and requires no authentication
Rate limited to 20 requests/minute to be respectful to NIH servers

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