Several times during 1924 Mother Goose would go head-to-head with her very good stablemate
Maud Muller, a filly who was also bred and owned by Harry Whitney. Trained by
Fred Hopkins, the two fillies would share
American Co-Champion Two-Year-Old Filly honors. Mother Goose got her first career win on April 24, 1924 in a four and a half furlong event for two-year-old maiden fillies at
Havre de Grace Racetrack. Ridden by
Linus McAtee she won by two lengths, easily defeating six other runners while breaking the
track record by two-fifths of a second. At
Jamaica Race Course, Mother Goose ran third in the May 13 Rosedale Stakes under future Hall of Fame jockey
Ivan Parke. A rarity in racing, the winner Maud Miller, runner-up Swinging, and third-place finisher Mother Goose all had the same owner and trainer. On May 25, Mother Goose earned first place money of $4,925 for winning the five furlong
Fashion Stakes at Belmont Park under jockey Jimmy Burke beating stablemate Maud Muller by 1½ lengths in a field of seven. At
Aqueduct Racetrack Mother Goose ran second to stablemate Maud Muller in the July 4
Astoria Stakes run at five furlongs. For the huge field of twenty-nine juveniles competing in the September 14
Belmont Futurity Stakes it would be the most important event of their year and a race with a winner's share 13 times what Mother Goose had earned for her win in the Fashion Stakes. Run at a distance of 6 furlongs, jockey Linus McAtee positioned the filly well and as they came into the homestretch Mother Goose was running second to J. Edwin Griffith's good colt Single Foot, a very good colt who had already won several top stakes on
Maryland racetracks. Taking the lead, Mother Goose held off a strong charge from
Marshall Field's Pimlico Futurity winner Stimulus to take the $65,730 first place money by a head. From ten starts in 1924, Mother Goose ended her two-year-old campaign with a record of 3-1-3. She had earnings of $72,755 which ranked second in the United States to
Master Charlie. ==1925: Three-year-old season==