Claim: Eat Pray Love is based on Elizabeth Gilbert's memoir.
Evidence: Eat Pray Love is a 2010 American biographical romantic comedy-drama film starring Julia Roberts as Elizabeth Gilbert , based on Gilbert 's best-selling memoir Eat , Pray , Love.