Large-Scale Competitor Pricing Intelligence Scraping Cluster
Architected an anti-bot resilient scraping cluster extracting daily competitor pricing, stock levels, and promotional discounts across 18 major retail portals.
Legacy Bottlenecks & Technical Constraints
The client needed daily pricing updates on 2.4 million retail products to feed their dynamic pricing engine, but competitor sites blocked standard crawlers with Cloudflare and Datadome.
Architectural Design & Implementation
We built a distributed crawler fleet using Playwright with stealth browser fingerprints and rotating residential proxy pools.
Core Technologies Deployed
Production technologies selected for high performance, zero technical debt, and enterprise scale.
Quantifiable Business & Engineering Outcomes
Fresh pricing and stock records refreshed every 24 hours.
Zero IP bans or captcha blocks across all 18 target retail websites.
Enabled real-time algorithmic price matching that won the Amazon Buy Box.
“Soft Clerk's data extraction pipeline is remarkably resilient. We get clean, structured data on millions of products delivered to our S3 bucket on schedule every single day.”
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