The Australia midfielder was on target during the 6-0 win over Dundee on Sunday afternoon.
Rogic opened the floodgates on Sunday afternoon, with his goal during the heavy win over Dundee quickly being followed by one from Leigh Griffiths - and four more came later on.
The 22-year-old hasn't always been a success during his time with the Bhoys, though, mainly through injury.
Whether Rogic has what it takes to get Celtic to a new level of performance remains to be seen but, right now, he is impressing for the Scottish champions.
And the midfielder has given two key reasons for his form. First is the confidence boss Ronny Deila has given him, while the second - according to Rogic - is the quality of his team-mates.
TR: "The manager has given me a lot of confidence to play in this team and it’s easy playing with good players."(MD)— Celtic Football Club (@celticfc) September 20, 2015
Despite the convincing victory, Celtic are still five points behind league leaders Aberdeen, who beat them 2-1 last week.
Next up for the Hoops is a Scottish League Cup clash against Raith, before a Scottish Premiership fixture against Hearts.
Celtic's next European action, meanwhile, comes against Turkish side Fenerbahce on October 1st.