ABC has canceled its romantic comedy Manhattan Love Story after four episodes, making it the first victim of the fall TV season, TV Line reports. The series was struggling in the ratings, with its most recent episode drawing only 2.62 million viewers and a paltry 0.7 rating in the coveted 18-to-49 demographic. The comedy starred America's Next Top Model vet Analeigh Tipton and the lightly bearded Jake McDorman as a mismatched couple falling in love in New York City.