Scrapy can replace Selenium by integrating with headless browsers like Splash and Playwright. While they're both Python libraries, Selenium is a headless browser that can render JavaScript and simulate user interactions but is expensive to scale. On the other hand, Scrapy can do the same but better by integrating with scalable solutions like ZenRows.