Affiliate marketers choose profitable niches by conducting thorough research, identifying market trends, understanding their target audience, and selecting niches with high demand and low competition. By leveraging these strategies and staying informed about industry developments, affiliate marketers can maximize their earning potential and ultimately build successful and sustainable online businesses.