Price embarked on several brief relationships with celebrities and sports stars including footballers Teddy Sheringham, Dwight Yorke, singer Gareth Gates, and the TV Gladiator `Ace`. Jordan had a much publicised relationship with Dane Bowers of the boy band Another Level. She had an abortion after discovering he had cheated on her.
She met the Australian-English pop singer Peter Andre when both appeared on the "reality" show I`m a Celebrity... Get Me Out of Here! in 2004. They were married in 2005, and their relationship was further documented in the U.K. TV program Katie and Peter. They separated in 2009 after which she married cage fighter Alex Reid.
Price and Andre have two children together: Junior (b. 2006) and Princess Tiamii (b. 2007). Price also has a son, Harvey, born in 2002 from her relationship with soccer player Dwight Yorke.