Cocozza left the singing competition last week after he broke show rules by bragging about his cocaine use.
The nine acts appearing on the X Factor tour, which kicks off in Manchester on February 25, have been announced and did not include Cocozza.
Cocozza was offered the chance to join the X Factor tour if he cleaned up his act, but he was seen last night partying with a group of women at Aura nightclub – chain smoking and arguing in the street outside.
A source said he would be included in the 2012 road trip if he cleans up his act.
The source said: “If he keeps his nose clean there will be a place for him.”
Cocozza and Derry Mensah of doomed group The Risk, took a host of girls back to their hotel after their night in the Mayfair club.
Things turned sour with some of the women he was talking to, and one started shouting at him in the street.
But Cocozza looked too drunk to care and two of his friends had to guide him on where to walk.
The tour – which hits 12 other cities including Liverpool, London, Dublin, Aberdeen and Cardiff – has been the biggest selling arena tour in the country for the past three years, with over 2 million people watching the live show.
Finalists Janet Devlin, Amelia Lily, Misha B, Craig Colton, Marcus Collins and Little Mix will play their best-known covers, accompanied by Kitty Brucknell, Johnny Robinson and The Risk.