Web Scraping & ETL
Data extraction from protected sites with fingerprint rotation, proxy networks, and pipelines that feed your systems automatically
Key Benefits
- Scrape sites that block ordinary scrapers
- Fingerprint and proxy rotation that stays ahead of detection
- Structured data delivered straight to your database
- Scheduled pipelines that run without intervention
- Built to handle site changes and anti-bot updates
Overview
Everyone can scrape a simple website. The challenge is extracting data from Amazon, major e-commerce platforms, and sites that actively detect and block scrapers. That's where we come in.
We've built extraction systems for Amazon product data, e-commerce catalogs, pricing intelligence, and competitive analysis. Our scrapers use the same anti-detection techniques as our bots — because getting blocked isn't an option when your business depends on the data.
Key Features
Production scraping infrastructure that handles the sites others give up on.
Fingerprint Rotation
Every request looks like a different real browser. We rotate canvas, WebGL, user agents, and device characteristics automatically.
Smart Proxy Networks
Residential and datacenter proxy rotation with automatic failover. Geo-targeting when you need location-specific data.
Amazon & E-commerce Scraping
Product listings, pricing, reviews, seller data, inventory levels — extracted reliably from the platforms that fight hardest.
Airflow ETL Pipelines
Orchestrated data workflows with scheduling, retries, and monitoring. Your data arrives clean and on time, every time.
Data Transformation
Raw HTML becomes structured data. We normalize, deduplicate, and enrich before loading into your systems.
Direct Database Loading
Scraped data flows directly into PostgreSQL, BigQuery, or your warehouse. No manual exports or file transfers.
Our Development Process
From target analysis to running pipeline — we handle the entire data extraction lifecycle.
Source Reconnaissance
Analyze the target site's structure, anti-bot systems, and data patterns. Plan the extraction strategy.
Scraper Development
Build extraction logic with the right tool — HTTP for simple sites, headless browsers for JavaScript-heavy pages.
Pipeline Engineering
Design the ETL workflow in Airflow with scheduling, validation, and error recovery built in.
Deploy & Monitor
Launch with dashboards and alerting. We handle maintenance when sites change their structure.
Technologies We Use
Enterprise-grade tools for reliable, scalable data extraction.
Playwright
Puppeteer
ScrapyApache Airflow
Python
TypeScript
PostgreSQL
BigQuery
Redis
Docker
Kubernetes
dbtReady to Get Started?
Need data from a site that blocks scrapers? We specialize in exactly that.
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