She did not make a run for the Triple Tiara of Thoroughbred Racing, the filly equivalent of the Triple Crown, as she did not compete in the second leg of the competition, the Black-Eyed Susan Stakes, on May 19.
Lemons Forever was sired by Lemon Drop Kid. Her dam was the Argentinian Thoroughbred mare Critikola. After winning the Oaks Lemons Forever raced 10 more times, only winning once in an optional claimer. But 8 of those 10 races were either Grade 1 or Grade 2. Her best finish was 4th. She was retired in 2007 and was sold for 2.5 million at the Keenland Sale to diamond miner Charles Fipke as a broodmare.
- "Lemons Forever Pulls Huge Upset in Kentucky Oaks - bloodhorse.com", by Dan Liebman, bloodhorse.com, May 5, 2006, retrieved May 6, 2006.
- "Oaks Day Results", The Courier Journal, May 5, 2006, retrieved May 6, 2006.