A thrilling game saw Marseille go in front through Andre Ayew, before Emmanuel Herrera drew the visitors level.
John Utaka then put La Pallaide ahead, before Jordan Ayew equalised, and then Gignac scored late on to take the south coast club above arch rivals Paris St Germain.
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Summer 2016 is set to be a very exciting time for football fans, as this is when the long awaited Euro 2016 tournament kicks off.
Since Guus Hiddink arrived at the helm, Chelsea have improved considerably after a tricky start to the campaign.