Data-driven businesses derive enormous value from data. That data, for example, is often collected from the businesses’ website visitors. Data scrapers are automated scripts that collect data from websites. But, what if a data scraper is using data collected from a business’s website to build competing products or services? What strategies can that data-driven business employ to protect collected data against misappropriation by data scrapers?