Bianca Roberts, niece of Good Morning America host Robin Roberts, appeared on Claim to Fame season 3 after being scouted through Instagram. Despite making an impact with her 'two truths and a lie' introduction, she was eliminated in the premiere. Bianca guessed incorrectly about a fellow contestant's famous relative, leading to her exit. Robin Roberts surprised the contestants by revealing her relationship with Bianca during the show. Bianca's journey was supported by Robin Roberts, who encouraged her to be herself on the reality TV series.