Yes there is a wealth of demograhic data available for every type of question you might have about an area. This type of data is commonly available with Commercial Brokers. You won't find that Residential Agents have access to this type of information.
My suggestion is to try and contact the marketing and research departments of established food and fitness chains and see if you can buy it from them.
United America Realty