A Fannie Mae Fixed Rate Mortgage Loan is a home loan with a fixed interest rate that remains the same throughout the life of the loan. It is backed by Fannie Mae and offers predictable monthly payments, making it a popular choice for homebuyers seeking stability and long-term planning.