Engineering Blog
Data Intelligence
Scraping personal data vs product data — where the legal lines sit
The product data vs personal data distinction sounds clear in theory. In practice with ecommerce seller data where exactly does the line fall?.
Scraping pharmacy and OTC health product data — fields, sources and quirks
Pharmacy product data includes dosage and usage instructions. Does extracting this create any liability?.
Scraping product identifiers — GTIN, UPC, MPN and ASIN extraction
Product pages often do not show GTINs publicly. How do I get them at scale?.
Scraping promotions, coupons and markdown data point-in-time
Coupon codes expire in hours. Is scraped promo data still useful if it is even a day old?.
Scraping secondhand and recommerce fashion data — fields, sources and quirks
Every listing on Vinted or Depop is a unique item. How do I aggregate pricing data from millions of individual listings?.
Scraping serviceability and delivery-promise data by pincode
Serviceability changes by pincode and time of day. How do you get a reliable dataset?.