He took time off from his boxing career in 2019 to star in the fifth series of the ITV2 dating reality television show Love Island.

Fury returned on 21 December fought Przemyslaw Binienda (2–26) at the Copper Box Arena in London, defeating him via technical knockout in the 1st round.

[11] On 27 February 2021 at Copper Box Arena, Tommy Fury fought Scott Williams (0-9) defeating him via technical knockout in the 2nd round.

[13] On 29 August, Fury fought mixed martial artist Anthony Taylor (0–1) on the undercard of Jake Paul vs. Tyron Woodley by unanimous decision with 40–36 on all three judges' scorecards.

[14] After defeating Taylor on Paul's undercard, it was announced that the two would headline on 18 December at the Amalie Arena in Tampa, Florida, US.

[25] The result was originally announced as a majority decision, with judge Rafael Ramos' scorecard being incorrectly tallied to 57–57.

[26] On 17 November 2024, it was announced that Fury would face English mixed martial artist Darren Till on 18 January 2025 as the headlining bout for X Series 20 in Manchester, England at the Co-op Live.

[30] On 4 October 2022, it was announced that Fury would face American boxer Paul Bamba (5–2) as the co-feature bout to Floyd Mayweather Jr. vs Deji at the Coca-Cola Arena in Dubai, UAE.

[34] In June 2019, he took part in the fifth series of the ITV2 dating reality show Love Island, finishing as a runner-up alongside girlfriend Molly-Mae Hague.

[38] In December 2019, Fury appeared on an ITV2 series called The Boxer and The Ballroom Dancer alongside fellow Love Island contestant Curtis Pritchard.

Fury was in a relationship with social media influencer Molly-Mae Hague, whom he met on the fifth series of Love Island, between 2019 and 2024.