The Scout is selecting five Fantasy Premier League players set to make an impact in Gameweek 38.
The striker has inspired Chelsea's end-of-season surge and can now do the same for FPL managers.
Antonio Conte's side have won five and drawn one of their last six matches in all competitions, earning a place in the FA Cup final.
Giroud has scored four goals over that spell.
Handed minutes off the bench as a substitute against Huddersfield Town in midweek, Giroud is poised to return to the teamsheet at St James' Park.
He scored and earned the maximum three bonus points on his previous start, against Liverpool in Gameweek 37.
However, he also has an ability to deliver from the bench; six of his seven league goals this season have been scored as a substitute.
Giroud boasts an exceptional record against Newcastle, claiming eight goals and two assists in nine Premier League meetings.
He also has history when it comes to delivering big FPL scores for the season finale.
In 2015/16, Giroud scored a hat-trick in a 4-0 win for Arsenal over Aston Villa in Gameweek 38.
The Magpies have lost each of their last four matches, conceding in six successive Gameweeks.
Giroud can exploit their dip in form and, as part of only 2.9 per cent of FPL squads, he can once again prove to be a powerful final-day differential.