"Another involvement in football is not planned," said Oliver Mintzlaff, head of global football marketing of the Group, the news agency dpa report.
The Mirror reported, citing the tax evasion suspended Leeds owner Massimo Celino, the Austrian company had submitted a bid with £60m (82 million euros) for the three-time English champions.
Red Bull is currently involved in three football clubs. Besides the German second division RasenBallsport Leipzig Red Bull Salzburg and New York Red Bulls are included.