HEALTHCARE DATA SOLUTIONS

Healthcare Data Scraping for Drug, Pharmacy & Medical Data

Our healthcare data scraping services extract drug prices, pharmacy listings, medicine availability, healthcare providers, and other medical data from leading platforms across the USA, UK, UAE, Australia, Germany, and India. Get structured data delivered through datasets, APIs, or custom scraping solutions.

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live_extract.jsonupdated 4s ago
drug_nameParacetamol 500mg
price$4.20
pack_size20 tablets
availabilityin stock
pharmacyonline_rx_01
WHAT IT DOES

Healthcare Data Scraping for the data that matters

Our healthcare data scraping solutions streamline the collection of critical data from online pharmacies, medical marketplaces, and provider directories. Track pricing, availability, and listings through one reliable data pipeline—without the complexity of building and maintaining scraping infrastructure.

DATA FIELDS

What comes back in every record

Drug / Product Name
Brand Name
Generic Name
Price
Discounts / Offers
Dosage / Strength
Pack Size
Manufacturer
Composition / Ingredients
Therapeutic Category
Prescription Requirement
Availability / Stock
Customer Ratings
Review Text
Pharmacy / Retailer Name
Delivery Time
Alternative Brands
Payment Methods
Location / Store
Contact Information
CAPABILITIES

Key features of our healthcare data services

01

Real-time collection

Instant access to the latest drug prices, stock levels, and promotions as they change.

02

Customizable extraction

Specify the exact fields you need — pricing, composition, or availability data.

03

Flexible integration

Works with Python, Java, and Node.js pipelines for straightforward setup.

04

Automatic updates

Sources are monitored continuously, so new listings and price changes are captured without manual work.

05

Flexible delivery formats

JSON, CSV, or XML — export straight into dashboards, warehouses, or your own systems.

06

Multi-source collection

Aggregate pharmacy, marketplace, and provider-directory data into one holistic view.

USE CASES

Where teams put healthcare data to work

PHARMACY

Online Pharmacies

  • Track competitor drug pricing and promotions
  • Monitor stock levels to prevent supply gaps
PHARMA

Pharmaceutical Companies

  • Analyze market demand and pricing trends
  • Track how competitor products are listed and sold
INSURANCE

Health Insurance Providers

  • Benchmark medication costs across regions
  • Support pricing models with structured market data
RETAIL

Medical E-commerce

  • Auto-update product listings and pricing
  • Collect reviews to improve customer trust
ANALYTICS

Market Research & Analytics

  • Gain insight into medication demand and trends
  • Compare drug prices across retailers and regions
PRODUCT

Healthcare Product Launches

  • Track new product introductions across markets
  • Monitor formulation and packaging changes
DATASET

Skip the pipeline — start from a ready-made dataset

For teams that need history and breadth rather than a live feed, our pre-built healthcare datasets cover pharmacy, drug pricing, and provider data across regions — delivered on a schedule you set, no scraping or integration required.

FORMAT

CSV, JSON & Excel

Bulk exports land in the format your warehouse already ingests, no conversion step required.

DELIVERY

Scheduled or one-off

Daily, weekly, or monthly refreshes, plus one-time historical pulls for trend analysis.

COVERAGE

Category & region packs

Buy a slice — a therapeutic category, a platform, a country — instead of building your own collection.

Browse Healthcare Datasets
API

A single endpoint, structured JSON back

Send a pharmacy URL or search query; get a normalized drug-price record back. Built for pricing intelligence, competitor monitoring, and market research at any request volume.

POST /v1/healthcare/extract { "url": "https://onlinepharmacy.com/product/8842", "fields": ["drug_name","price","availability"], "country": "US" } 200 OK { "item": "Paracetamol 500mg", "price": 4.20, "currency": "USD", "availability": "in_stock" }
  • REST endpoints with predictable, versioned responses
  • Pharmacy-specific and generic product-page parsers
  • Built-in retry, proxy rotation, and CAPTCHA handling
  • Field-level selection to keep payloads lean
  • Works alongside your existing pricing and analytics systems

Extract country-wise healthcare data

IN

India

WHY IT MATTERS

What structured healthcare data changes for your team

Accurate drug price monitoring

React to competitor pricing changes in real time instead of weeks later.

Sharper market intelligence

Base pricing and category strategy on what's actually happening across platforms.

Better inventory management

Prevent stock shortages by monitoring demand and availability patterns.

A more trustworthy listing

Keep your own catalog accurate, so customers hit fewer surprises at checkout.

Pricing that adjusts itself

Feed live data into automated rules that reprice within the guardrails you set.

Decisions backed by data

Replace gut calls with exportable numbers your whole team can act on.

1500+Successful projects
5+Years of experience
100+In-house engineers
250.8M+Pages crawled weekly
WHY REAL DATA API

Built for teams who depend on this data daily

Efficiency

Automate the process of data collection, saving you time and resources.

Accuracy

Reliable, structured data that's easy to use for analysis or integration.

Scalability

Handle large volumes of data from various sources as your business grows.

Compliant & secure

Extraction limited to publicly accessible data, aligned with applicable privacy regulations.

Questions, answered

Is this data collection legal?

We extract only publicly accessible data and follow site terms and applicable privacy regulations. We don't access restricted systems, private networks, or any patient-identifiable records.

Which option should I choose — scraper, dataset, or API?

Choose a scraper if you want to run extraction yourself, a dataset if you need a ready-made snapshot without integration work, or the API if you need continuous, live data in your own systems.

How current is the data?

The API returns live data on request. Datasets and scrapers refresh on the schedule you choose — daily, weekly, or monthly.

Can I get data from a job board that isn't listed?

Yes. Our team builds custom scrapers, datasets, and API integrations for platforms outside our existing catalog on request.

Worldwide Web Data Scraping Market

RealData API is one-stop Web Scraping service provider that will take care of all your web and mobile scraping needs by providing sophisticated and high-end solutions which are innovative and profitable.

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+91 8866656657

sales@realdataapi.com

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© 2026 RealdataAPI. All rights reserved.

Disclaimer : RealData API functions solely as an independent data infrastructure and technology solutions provider. We build customized automation workflows designed to collect publicly accessible web data based exclusively on client instructions. RealData API neither owns proprietary datasets nor engages in the sale or redistribution of extracted information. Our operations are limited strictly to lawful public web data processing and never involve unauthorized access to restricted systems or private networks. Any company names, trademarks, logos, or brand references displayed on this website are used purely for demonstrative and illustrative purposes to showcase our technical capabilities and do not imply endorsement, partnership, or affiliation. Use of our platform and services remains subject to our Terms of Service.

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