The Reds are 25 points clear at the top of the Premier League, needing only two more wins to clinch the title, yet the season has been suspended amid the coronavirus pandemic.
Jurgen Klopp's dominant side should have been sealing silverware on Saturday in their match against Crystal Palace but now instead must wait to see if the campaign can be completed at all.
Liverpool supporters might well feel they are cursed, and former goalkeeper Bruce Grobbelaar agreed last year as he splashed urine on the Anfield goalposts in an attempt to lift an apparent hex.
Such hoodoos are relatively commonplace in sport, though. We take a look at some notable examples.
LIVERPOOL (1990-present)
It seemed inconceivable when Liverpool won their 18th title in 1990 – an 11th in 18 seasons – that number 19 would not swiftly follow. But when Reds supporters mocked rivals Manchester United after their eighth success in 1993, with a banner that read, 'Come back when you've won 18', they were made to eat their words.
The Old Trafford club had 20 championships by the time manager Alex Ferguson departed, a 2009 United banner teasing: 'You told us to come back when we've won 18 – we are back'.
Indeed, Liverpool were runners-up to United in 2008-09, as Rafael Benitez infamously went public with criticism of Ferguson. Even when the Scot retired and United slumped in 2013-14, Liverpool collapsed on the home straight and were pipped by Manchester City, who denied them again last season.
This is surely now their year – as long as the campaign does indeed resume.
BOSTON RED SOX (1918-2004)
Liverpool might find some comfort in the knowledge their owner has experience in ending curses for sporting giants.
John W Henry took over the Boston Red Sox in 2002 with the aim of finally ending the Curse of the Bambino, which stemmed from the team's sale of star player Babe Ruth to rivals the New York Yankees some 83 years earlier.
Ruth had featured in three of Boston's five World Series triumphs and went on to win four more with the Yankees. Meanwhile, the Red Sox remarkably did not claim baseball's greatest prize again until 2004.
That miserable run was finally ended under Henry, though, after Boston had overturned a 3-0 deficit against the Yankees in the American League Championship Series.
ATLANTA, GEORGIA (1995-2018)
The city of Boston could at least be comforted by titles for the Patriots, the Celtics or the Bruins. Atlanta's distress crossed several sports in increasingly spectacular fashion.
The Atlanta Braves won the World Series just once in 1995 within a stretch that returned 15 straight division titles. Meanwhile, the Atlanta Falcons lost two Super Bowls, including a record-breaking collapse against Tom Brady's New England Patriots after leading 28-3. Even the University of Georgia ceded a big advantage to lose the College Football Playoff National Championship.
Atlanta United finally provided some respite with MLS Cup glory in 2018, and president Darren Eales told Stats Perform: "It was great to break the curse.
"It's been a long time since 1995 when the Braves won a championship. I'd heard so much in the week up to the game about Atlanta's curse in sport. I didn't get too excited until the referee blew his whistle."
DRAKE (2013-2019)
One of the more bizarre apparent curses of recent years related not to a team or a city but to a sole individual: Drake.
The Canadian rapper found an awful knack for backing athletes before big defeats. Serena Williams suffered a huge upset against Roberta Vinci at the US Open, where she had his support, while Anthony Joshua was pictured with Drake prior to his shock loss to Andy Ruiz Jr.
The Toronto Raptors fan came up with a solution for the 2019 NBA playoffs, however. Drake turned out in Philadelphia 76ers shorts as they dramatically lost to the Raptors, seemingly reversing the curse, before Toronto went on to beat the Golden State Warriors in the Finals.
BENFICA (1962-present)
Liverpool's is not the only ongoing 'curse' – and Benfica's is not set to end for another 42 years!
Head coach Bela Guttmann led the Portuguese giants to back-to-back European Cup successes in 1961 and 1962 but then left the club after reportedly asking for a pay rise. It is alleged he declared "not in a hundred years from now will Benfica ever be European champion".
So it has proven, as Benfica lost European Cup finals in 1963, 1965, 1968, 1988 and 1990 and then came up short in successive Europa League finals in 2013 and 2014.