Turn Complex Websites into Reliable Business Data
ETL DataLabs builds custom web scraping, data extraction and automated ETL pipelines that transform public or authorized web sources into clean, structured and decision-ready datasets.
Web scraping solutions designed around your business outcome
From one-time research datasets to recurring monitoring systems, every ETL DataLabs project is scoped around the exact sources, fields, quality rules and delivery workflow you need.
Custom Web Scraping
Source-specific crawlers for dynamic websites, directories, marketplaces and complex listing portals.
Ecommerce Intelligence
Product, pricing, inventory, seller, category and review data for commerce teams.
Location & Business Data
Business names, categories, addresses, contact details, ratings, reviews and coordinates.
Job Market Data
Fresh jobs, employers, skills, salaries, locations and posting activity across job portals.
Data Cleaning & QA
Normalization, deduplication, validation, category mapping and delivery-ready formatting.
Scraping API & Automation
Recurring extraction, change monitoring and integration with your CRM, BI or database.
From source website to decision-ready dataset
Data engineering—not just page scraping
Useful business data requires more than copying visible text. We design reliable schemas, handle source variations, identify duplicates, document quality rules and deliver outputs your team can use immediately.
Purpose-built datasets for high-value industries
Our extraction workflows reflect the fields, terminology and business use cases of each market.
Ecommerce & Retail
Products, prices, sellers, stock and reviews.
Jobs & Recruitment
Jobs, employers, skills and labor-market signals.
Real Estate
Properties, prices, agents and market activity.
Healthcare
Providers, specialties, clinics and locations.
Legal
Lawyers, firms, practices and offices.
Manufacturing
Suppliers, products, specifications and dealers.
Travel & Hospitality
Hotels, rates, amenities and availability.
Local Business Data
Locations, contact details, ratings and reviews.
A clear five-step workflow from idea to production
Every engagement starts with sample validation and ends with documented delivery and support.
Discover
Confirm sources, fields, coverage and business use.
Sample
Prepare a representative dataset for approval.
Build
Develop extraction, transformation and retry logic.
Validate
Run field checks, deduplication and QA reporting.
Deliver
Send files or integrate recurring automated updates.
Targeted extraction for the websites your team depends on
Explore dedicated pages covering possible data fields, use cases, collection challenges and delivery options for leading marketplaces, directories, job boards, property portals and professional databases.
Have a website, dataset or recurring update requirement?
Share sample URLs, target fields, estimated volume and preferred delivery format.