When people talk about clean data in enterprise web scraping, they often mean “error-free” or “formatted neatly.” But in my experience as Director of Technology at Ficstar, clean data means so much more. For competitive pricing intelligence, it is the difference between a confident pricing decision and a costly mistake. Clean data is the foundation of every strategy that relies on accurate, timely, and complete market information. What Clean Data Means at Ficstar In our work,

How to Track Thousands of Competitor Prices Without Burning Out Your Team The Price-Tracking Dilemma In today’s fast-paced markets, staying on top of competitors’ prices is critical for retailers, e-commerce companies, travel firms, and beyond. Prices online can change by the minute for instance, Amazon reportedly makes over 2.5 million price changes per day. For a business with thousands of products, tracking these fluctuations across competitors is a massive undertaking. Th