On 29 January 2019, Gorlov was announced as manager of Lithuanian A Lyga side Palanga, replacing Valdas Trakys.

During the season many reports about Palanga involvement in match fixing were received by Lithuanian Football Federation while Artyom Gorlov was head coach there.

After the season numerous club persons received punishment from Lithuanian football federation for match fixing.

[1] On 31 December 2022, Gorlov was hired by Russian Premier League club Pari Nizhny Novgorod.

Gorlov left Pari NN by mutual consent on 4 April 2023.