Large-Scale Web Data Extraction

Billions of records extracted. Thousands of websites. Two decades of production scraping.

We build and operate the scraping infrastructure that feeds your analytics, AI models, competitive intelligence, and data products.

Not a scraping tool. A scraping operation.

We don't sell API credits or generic crawlers. We build custom extraction pipelines for your specific sources, run them in production, handle the maintenance when sites change, and deliver structured data on your schedule. End-to-end — from proxy management to structured output.

What we extract

  • Court and legal records — county, state, and federal court data across dozens of jurisdictions. Captcha-protected, pagination-heavy, session-gated government sites
  • Healthcare directories — provider directories, clinic listings, practice data with field-level parsing across provinces and states
  • E-commerce catalogs — competitor pricing, product specs, review data from major marketplaces and niche e-commerce platforms
  • Software license catalogs — product data from major enterprise IT resellers. Millions of product records maintained across sources
  • Financial and regulatory directories — lender databases, carrier registries, professional advisor directories behind government portals
  • Real estate and rental platforms — listing data with geocoordinates, pricing, and availability from vacation rental and property platforms
  • Billboard and OOH inventory — panel-level data from major outdoor advertising networks with impressions and location data
  • 3D-model repositories — model files and metadata from catalog sites for AI training pipelines
  • Job boards and talent platforms — structured job posting data from major boards and niche talent platforms

How we handle hard targets

Most scraping fails because of anti-bot measures, not code bugs. We've spent two decades building expertise in adversarial environments:

  • Anti-bot and JS-challenge bypass for protected sources
  • Automated captcha solving integrated into extraction loops
  • Rotating residential and datacenter proxy management with per-site reputation tracking
  • Login-gated extraction with session persistence and multi-session parallelism
  • Human-like browsing behavior, timing randomization, fingerprint rotation
  • 48-worker parallel extraction systems with Supervisord and Beanstalkd queues

Delivery

Structured data delivered on your schedule in your format — CSV, JSON, direct database insert, Google Cloud Storage, or API endpoint. Most first deliveries within 1 to 3 business days for standard sources.

Need data from a hard-to-scrape source?

Send us the URL. We'll assess feasibility and quote a pilot within 24 hours.

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