At international level, he features for US Virgin Islands U17. His main role on the pitch is Forward.

During the CONCACAF U17 Championship 2025 campaign, Bryce Richardson made 2 appearances, scoring 0 goals and adding 1 assists. He averaged 0 goals per match from 2 shots, with 0 on target.