Engineering Blog
Data Intelligence
Should you use a UPC database or custom scraping to get product identifier data?
UPC databases claim full coverage but often have stale or incorrect data. When is custom scraping worth the extra cost?.
Vetting suppliers with scraped B2B marketplace data
Can I trust scraped B2B marketplace data to make sourcing decisions or is it too unreliable?.
What a competitor catalog reveals — 12 insights from one extraction
Is catalog data worth the effort or is it just a fancy way of manually browsing their site?.
What out-of-stock data reveals about competitor demand and supply
Can you actually draw supply chain conclusions from public OOS data or is it too unreliable?.
When a one-time scrape beats a subscription tool
If I commit to a subscription tool what am I paying for in months where I am not actively using the data?.
Where repricing tools get competitor price data
If I build my own repricing tool what happens when Amazon or Walmart changes their product page structure?.