Il Corriere dello Sport reports that the Reds are favourites to sign the 21-year-old striker.
Liverpool boss Kenny Dalglish is keen to strengthen his squad in January and could launch a move for Ramirez.
Ramirez is highly-rated in the Serie A after impressing for Bologna over the last two seasons.