Subscription-based platforms have transformed the digital economy by enabling creators and businesses to monetize content directly through recurring revenue models. Unlike traditional advertising-driven platforms, these ecosystems depend heavily on audience acquisition, engagement, and retention.However, as the number of platforms continues to grow