Retail margins are thin and market windows are shorter than ever. A competitor dropping prices on a top-selling SKU at 9 AM can shift your conversion rates by noon. Waiting for a weekly analyst report to catch that is not a strategy. Retailers who act on live market data consistently outperform those who do not, and the infrastructure behind that speed is almost always a web scraping API.