Michael Jackson’s ‘Thriller’ unseated as bestselling US album of all time The Eagles' compilation record, 'Their Greatest Hits' has usurped 'Thriller''s throne as the bestselling US album of all time. Related Posts: US recorded music revenue grew 9.2% in 2020, eclipses $12 billion Newcomer GUMMiBEAR drops off club-ready ‘Thriller’ remix ahead of Halloween