Engineering Blog
Data Intelligence
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?.
Competitor store network analysis from locator data
Store locator data is often protected behind rate limits and bot detection. Is it actually extractable?.
Due diligence datasets — a target catalog and reviews before you invest
Is scraped catalog and review data reliable enough to stake an investment decision on?.
Ecommerce product data for AI shopping agents — building the corpus
AI shopping agents need real-time data but scraping for real-time is expensive. What is the minimum viable freshness for a useful agent?.