The African trio was awarded the individual award, with Salah claiming it for the second time in a row.
Aubameyang believes that the award is evident that Africans are succeeding in the Premier League.
“It means a lot, I am really happy and proud of it,” Aubamayang was quoted by the Guardian.
“I am sharing this trophy with Mane and Salah. I like these two guys. We are representing Africa, so it is a good sign for the continent.
“I am really proud and I have to thank my teammates for helping me to get it.”
Aubameyang will not join Salah and Mane to participate in the 2019 Africa Cup of Nations as Gabon failed to qualify for the tournament.