To increase your chances of obtaining a travel agency merchant account, it can be helpful to work with a payment service provider or acquiring bank that specializes in serving the travel industry. These specialized providers have experience dealing with the unique challenges and risks associated with travel agencies and may offer tailored solutions to meet your business's needs.