There were seven prosecutions in north Wales for begging over the past five years, figures from the Ministry of Justice show.
It comes as the Government faces criticism over parts of the Criminal Justice Bill, which will replace the Georgian-era Vagrancy Act. The new bill could allow police to fine "nuisance" rough sleepers.
Homeless charity Crisis said people living on the streets need compassion and support rather than being cast into the criminal justice system.