How it works
To say “let’s do something,” put the verb in its volitional form: 行く (go) becomes 行きましょう (let’s go). The ましょう (let’s) ending is polite and suggests doing the action together. に (to) marks where you’re heading — here, 買い物 (shopping) as the goal of going.