We assume the generalized Riemann hypothesis and prove an asymptotic formula for the number of primes for which F-p* can be generated by r given muitiplicatively independent numbers. In the case when the r given numbers are primes, we express the density as an Euler product and apply this to a conjecture of Brown-Zassenhaus (J. Number Theory 3 (1971), 306-309). Finally, in some examples, we compare the densities approximated with the natural densities calculated with primes up to 9 . 10(4).