Built a resilient, ongoing data-extraction pipeline for a client that needed structured product and pricing data from multiple heavily-protected retail websites, without triggering anti-bot defenses or missing scheduled syncs.
The Challenge
The target sites used aggressive anti-bot protections — rotating browser fingerprints, IP-based rate limiting, CAPTCHAs, and JavaScript-rendered content that broke simple HTTP scrapers. Manual data collection wasn't feasible at the volume the client needed.
What We Built
We built a headless-browser scraping pipeline with proxy rotation, randomized fingerprinting, and automatic retry/backoff logic, running on a schedule to pull incremental updates rather than full re-scrapes. Data was validated, deduplicated, and delivered in a clean structured format ready for the client's own systems.
The Result
The client now receives reliable, structured data on schedule without manual intervention or getting blocked — turning what used to be a recurring manual task into a fully automated feed.
Want something like this built for you?
Tell us about your workflow and we'll put together a tailored plan.
Book a Free Auditarrow_forward