Van Gogh is out of Imagine (Sadler's Wells), winner of the Gr.1 Epsom Oaks, a Group 1 winner in England and Ireland and highweighted three-year-old filly in England over 11 to 14 furlongs. Her other produce include Horatio Nelson (Danehill), winner of the Gr.1 Prix Jean-Luc Lagardere and Gr.2 Futurity Stakes, Kitty Matcham (Rock of Gibraltar), winner of the Gr.2 Rockfel Stakes, Viscount Nelson (Giant's Causeway), winner of the Gr.2 Al Fahidi Fort, his full brother Point Piper, winner of the Grade 3 Longacres Mile, and Red Rock Canyon (Rock of Gibraltar), multiple Group 1-placed in Ireland.

Second dam Doff The Derby (Master Derby) produced Generous (Caerleon), winner of the Gr.1 Epsom Derby, Gr.1 Irish Derby and Gr.1 King George VI and Queen Elizabeth Stakes, Strawberry Roan, a full sister to Imagine who won the Listed Derrinstown Stud 1000 Guineas Trial and was second in the Gr.1 Irish 1000 Guineas, and Wedding Bouquet (Kings Lake), winner of the Gr.3 Park Stakes and Grade 3 Monrovia Handicap and second dam of Moonlight Cloud (Invincible Spirit), a six-time Group 1 winner.

Third dam Margarethen (Tulyar) was an excellent racemare and a blue hen.

Imagine has an unnamed yearling filly who is a full sister to Van Gogh.