Are you _________________ to run this shop?

'Licensed' is the adjective meaning having official permission (the correct form here). 'License' is the verb form (to grant permission) and 'licence' is the noun (the permission document itself). The construction 'Are you [adjective] to run this shop?' requires the adjective form 'licensed'. The -ce/-se pattern is consistent: advice/advise, practice/practise.