[4] Ferguson additionally won two silver medals at the 2024 UCI Cyclo-cross World Championships, in the women's junior race and the mixed team relay.

[12] Later that month, Ferguson won her first national track cycling championship, clinching the U16 Madison title alongside her partner Carys Lloyd, in Glasgow.

[15] Ferguson was a double gold medalist at the 2022 European Youth Olympics in Banská Bystrica in July 2022, winning both the road race and time trial.

She won on her Nations Cup road racing debut for Great Britain at the Piccolo Trofeo Alfredo Binda aged 16 years-old.

[22] In November 2023, Ferguson won a silver medal in the Mixed Team Relay at the European Cyclo-cross Championships, alongside Cameron Mason, Anna Kay, Dan Barnes, Oscar Amey, and Imogen Wolff.

[24] In late 2023 it was announced that Ferguson will join Movistar Team in 2024 as a stagiaire before becoming a full-time professional on a three-year contract.

[2] Following wins in the British junior road race[27] and in Bizkaikoloreak,[28] Ferguson made her first start as a Movistar rider in the 2024 La Choralis Fourmies Féminine, finishing second to Silvia Zanardi in a bunch sprint.