Grainger Data: 3 MRO Catalogs with UNSPSC, 250K Products from Cromwell
Full MRO catalogs from Grainger, Fastenal and Cromwell for a product content company: UNSPSC, EAN, every attribute and a taxonomy sheet.
Healthcare & Medicine Data Scraping Services
Get structured data from healthcare and pharma sources with our data scraping services. Use information on drugs, clinics, treatments, prices, research, and medical professionals from healthcare & medicine websites.
Plans from €169 a month · Free project assessment · Reply within 1 business day
CSV · Excel · JSON · XML · FTP · SFTP · Amazon S3 · Google Cloud
Healthcare & Medical Data We Provide10 fields
- Physicians & Providers Details
- Hospitals, Clinics & Emergency Rooms
- Healthcare Facility Locations
- Hospital & Provider Reviews
- Drug & Medication Pricing
- Pharmacy & Drug Development Data
- Medical Equipment & Supplies
- Health Plan Enrollment Data
Delivery
API, JSON feed or CSV, XLSX and JSON files
ScheduleOne-time, monthly, weekly, daily or 3 times a day
Who Uses Our Healthcare & Medicine Data Scraping Services
Discuss your data needs
Pharmaceutical CompaniesHealthcare MarketplacesMedical Research OrganizationsMedical Clinics and Health CentersHospitals and Medical FacilitiesHealthcare Analytics PlatformsHealth Insurance CompaniesMedical Equipment ManufacturersConsulting and Market Intelligence Firms
25Developers
500+Customers
1.5BPages extracted
15,000+Hours saved for our clients
Top Purposes for Healthcare & Medicine Web Data Collection
We scrape Healthcare & Pharmacy data from trusted medical and research platforms as well as aggregators. These datasets help companies innovate, analyze markets, and make informed decisions.
01
Drug Market Analysis
Track drug launches, prices, manufacturers, and overall availability across regions and therapeutic categories.
02
Clinical Research Insights
Collect structured data on clinical trials, medical studies, and scientific publications.
03
Hospital and Clinic Benchmarking
Compare services, pricing, and performance metrics across healthcare providers.
04
Medical Reviews and Ratings
Analyze patient feedback to understand satisfaction, service quality, and treatment outcomes.
05
Healthcare Professional Database
Build datasets of verified doctors, specialists, and researchers with contact and affiliation details.
06
Insurance and Cost Tracking
Monitor insurance offerings, coverage details, and healthcare costs to identify trends.
Healthcare & Medical Data We Provide
We collect structured healthcare and medical data from trusted directories, platforms, and industry-specific sources. Use this data to analyze providers, facilities, treatments, pricing, and healthcare infrastructure - supporting research, operations, planning, and data-driven decision-making across the medical sector.
Contact usOne record10 fields
- physicians_providers_detailsPhysicians & Providers Details
- hospitals_clinics_emergency_roomsHospitals, Clinics & Emergency Rooms
- healthcare_facility_locationsHealthcare Facility Locations
- hospital_provider_reviewsHospital & Provider Reviews
- drug_medication_pricingDrug & Medication Pricing
- pharmacy_drug_development_dataPharmacy & Drug Development Data
- medical_equipment_suppliesMedical Equipment & Supplies
- health_plan_enrollment_dataHealth Plan Enrollment Data
- healthcare_jobs_dataHealthcare Jobs Data
- public_health_dataPublic Health Data
What Data We Can Extract
Clinical trials and research 3
Drug and treatment references 6
Official health authorities 7
Provider directories and booking 5
Online pharmacies 9
Pricing to Suit Any Data Extraction Project
Expertly customized web scraping services at a fraction of the cost of developing your own software.
Delivery: CSV, JSON or XLSX files, our API or a JSON feed. MCP server on request.
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Key Benefits of the ScrapeIt Healthcare & Medicine Scraper
Quick Setup
We launch your healthcare data pipelines fast - the scraper is ready in just a few days and doesn’t require any setup on your side.
Built to Scale
Our healthcare scraper grows with your needs, collecting data from multiple medical and pharma sources and organizing it within a unified database for seamless access.
Reliable Operation
Through advanced automation, we keep scrapers stable, update them as websites change, and maintain continuous, reliable data collection.
Cost-Efficient
Access large-scale healthcare data without investing in your own infrastructure - our scraper delivers complete, ready-to-use datasets while reducing operational costs.
Fully Managed
Forget manual work - our team takes care of setup, data extraction, maintenance, and delivery, ensuring a smooth process from start to finish.
Accurate, Structured Data
Receive clean, accurate datasets produced through advanced parsing - ready for integration into your systems, analytics, or healthcare applications.
From our blog
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E-commerce teams do not just need “some” competitor data anymore. They need a continuous stream of real prices, discounts, stock levels, reviews, and seller behavior from the platforms that actually shape their markets.
FAQ
Still unsure? Write to info@scrapeit.io
How will I receive the data?
Your healthcare and pharma data can be exported in CSV, Excel, JSON, JSONLines, or XML formats. Choose the delivery method that suits your workflow - our API, a JSON feed, FTP, SFTP, Dropbox, Google Drive, Amazon S3, or direct email. An MCP server is available on request.
Is there a limit on how much data I can get from healthcare websites?
No limits. Our data extraction services scale easily - whether you need thousands of drug listings, hospital profiles, or detailed research records, we adjust the process to your project scope.
What kind of data can you scrape?
Our extractors collect publicly available information from healthcare, pharma, and research platforms - including drugs, clinical trials, medical devices, hospitals, doctors, and pricing - from any web page on the internet, collected legally.
How do you manage my scraping project?
We build, test, and maintain scrapers in our cloud infrastructure, monitor performance through defined endpoints, and deliver structured healthcare data on schedule.
How fast can I get the data?
It depends on the number and complexity of healthcare or pharma sources. Most projects are completed within a few days - our company provides clear delivery timelines before launch.
Do you offer technical support?
Yes. We deliver professional technical support at every step of the scraping process, ensuring smooth operation and letting you focus on your core business activities.
How do you ensure stable and accurate data collection?
Our parsers use secure proxies to collect data reliably from multiple healthcare and pharma sources. With advanced data mining techniques, we ensure accuracy and consistency across all datasets.
Do I need to install or configure anything?
No installation required. Everything runs in our cloud - just specify which healthcare or pharma websites you need data from, and we'll handle the rest.
Can you scrape multiple medical websites at once?
Yes. Our system is built for scale - we can scrape hundreds of healthcare and pharmaceutical platforms in parallel without downtime.
Can we sign an NDA?
Absolutely. We can sign an NDA to protect your business interests and ensure confidentiality throughout the project.
How often can you deliver updated healthcare data?
We support daily, weekly, monthly, or custom scraping schedules - whatever fits your project best. You will be receiving fresh data from your selected healthcare and pharma platforms automatically.
How it works
- 1
Make a request
You share your needs, expectations, and desired timeframe. We'll suggest the best solution based on your request and budget.
- 2
We configure the crawlers
Our specialists configure the crawlers and extract a sample dataset for your review before proceeding with the full-scale extraction.
- 3
Collect and deliver
Once you approve the sample, we launch the project and start full data collection. We gather, filter, and structure the data for easy use, delivering it on time in your preferred format.
- 4
Maintain and support
Our team manages ongoing processes, monitors website changes, and supports all data extraction cycles. We can also help integrate data into your systems or create dashboards to simplify analysis.
Request a quote
Tell us which sites, which fields and how often. A couple of lines is enough to start.
- We reply within 1 business day
- A sample dataset before the full run
- We sign an NDA on request
- Delivery by API, JSON feed or files