Franchise Times Top 200 - Annual listing of the top 200 franchises.
The SBA (Small Business Administration) has a directory of all franchise and other brands reviewed by the SBA that are eligible for SBA financial assistance. https://www.sba.gov/document/support--sba-franchise-directory.