Passive income: NO

Earning passive income solely from running an AI Ad Creative Generation Agency for E-commerce is challenging for most individuals. While automation tools can streamline ad creation processes, overseeing the agency's operations typically requires ongoing management and optimization. Achieving true passivity often demands a high level of systemization, such as implementing advanced AI algorithms or hiring specialized staff, which can incur significant costs ranging from $500 to $2000 upfront. It may take around 6 to 12 months to potentially see profits, with outliers experiencing success sooner. Realistically, only a small percentage of entrepreneurs reach a fully passive income level in this niche. Misconceptions around quick passive income gains can lead to disappointment for many aspiring business owners.