Puel revealed he was considering the Russia international when in charge of the Foxes.
He told Sport-Express: "I watched Golovin for a long time when I was the head coach of Leicester.
"I saw him as a very interesting player, I really wanted to sign him. Even before he moved to Monaco.
"But after the successful World Cup, top clubs came for him, he had different offers, but he chose Monaco."