Manchester City have withdrawn from the European Super League (ESL) and Chelsea are also preparing to do so.
Efforts to leave come just two days after both were announced as two of six English clubs to sign up to the controversial new competition.
The ESL has been widely criticised since being announced on Sunday.
Liverpool captain Jordan Henderson said on social media his side's "collective position" is they do not want the Super League to take place.
"We don't like it and we don't want it to happen," read a message that was also posted by many fellow Liverpool players.
"Our commitment to this football club and its supporters is absolute and unconditional."