The disadvantages of affiliate marketing for merchants include the need to pay commissions to affiliates, the potential for low-quality affiliates to damage their brand reputation, and the risk of fraudulent activity such as click fraud. Additionally, merchants may have limited control over the content and methods used by affiliates to promote their products or services.