// 07 · Automation
1.4M SKUs/day

Web Scraping & Data Extraction.

Anti-bot-aware extraction.

Reliable, ethical data extraction at scale. Rotating proxies, headless browsers, CAPTCHA solving, and structured pipelines into your DB.

What we build — and why it matters

The web is the world's largest dataset, but getting structured data out of it at scale requires serious engineering. We build scraping infrastructure that handles anti-bot detection, rate limiting, CAPTCHAs, session management, and data quality — reliably extracting millions of records per day into clean, structured databases.

Our stack includes headless browsers (Playwright, Puppeteer), rotating residential and datacenter proxies (Bright Data, Oxylabs), CAPTCHA-solving services, and custom middleware for fingerprint randomization. Every scraping pipeline includes data validation, deduplication, and change-detection so you're not storing stale or duplicate records.

We operate ethically: respecting robots.txt, implementing polite crawl delays, and never scraping PII or copyrighted content. Our clients use our pipelines for competitive price intelligence, market research, lead generation, and content aggregation — all within legal and ethical boundaries.

Best fit for

E-commerce brands, market research firms, real estate platforms, travel aggregators, and any business that needs structured data from the public web at scale.

// features

What's included.

Anti-Detection Stack

Rotating proxies, browser fingerprint randomization, session management, and CAPTCHA handling to maintain reliability at scale.

Headless Browser Automation

Playwright and Puppeteer for JavaScript-heavy sites, SPAs, and login-walled content that simple HTTP clients can't reach.

ETL Pipelines

Extract → validate → transform → load pipelines into PostgreSQL, ClickHouse, BigQuery, or your data warehouse of choice.

Change Detection

Diff-based change detection that only stores new or updated records, with configurable deduplication strategies.

// case study

Real outcome. Real team.

Retail Intelligence · 7 weeks

Daily price intelligence for 1.4M SKUs

Pricing decisions 12× faster

PlaywrightBright DataClickHousePython
1.4M
// faq

Questions about web scraping & data extraction.

How long does a typical web scraping & data extraction project take?+
Most web scraping & data extraction projects ship in 3–6 weeks depending on complexity. We provide a detailed timeline with weekly milestones before you commit.
Do you provide ongoing support for web scraping & data extraction?+
Yes. All projects include 30 days of post-launch support. Growth plans include 90 days with priority Slack access. Enterprise plans include 24/7 on-call with a 1-hour response SLA.
Can you integrate web scraping & data extraction with our existing tools?+
Absolutely. We integrate with 400+ SaaS platforms and can build custom connectors for any API. Your new web scraping & data extraction will fit into your existing stack, not replace it.
Who owns the code after the project?+
You own everything. Every project includes a full source-code handoff, documentation, and infrastructure-as-code. We never lock you to us.

Ready to build your web scraping & data extraction?

Book a free 30-minute discovery call. We'll map your requirements and send a written plan within 48 hours — even if you don't end up working with us.