LinkedIn is tightening its restrictions on unauthorized data scraping, shutting down platforms like Apollo.io and Seamless.ai. As traditional scraping methods become riskier, businesses must adapt. This article explores the impact on sales teams and why structured, industry-specific platforms like BeautyNavigator offer a smarter, more reliable alternative for lead generation.