Fructose in semen is secreted by

Secretions of these glands constitute the seminal plasma which is rich in fructose, calcium and certain enzymes. Seminal vesicles secrete fructose.

To avoid other competitive bacteria and cells from utilising their energy source, sperms use fructose as the energy source for ATP production since the bacteria prefer glucose.