Engineering Blog
Data Intelligence
Using BSR and review velocity for product research
How accurate are BSR-to-sales estimate tools and should I trust them for sourcing decisions?.
Building a marketplace seller list as a one-time extraction
Scraping seller contact data almost certainly involves personal data. How do I do this without falling foul of GDPR or DPDP?.
Building a product image and attribute dataset for ML in one pull
How do I ensure scraped image-attribute pairs are correctly matched? Mismatched labels destroy a training dataset.
Which service providers are best for bulk product image extraction and cloud storage?
Image extraction services charge per image but platform CDNs throttle aggressively. What is the real cost at 100k images?.
Bulk product image scraping — resolution, dedupe, rights and delivery
Am I allowed to use images scraped from a supplier site in my own store listings?.
Catalog enrichment for PIM platforms — scraping brand and manufacturer sites
Brand and manufacturer sites often block crawlers specifically. How do you get the data they publish publicly but protect technically?.