This article provides a critique of a quantitative study on smoking cessation using a smartphone application with a carbon monoxide checker. It discusses the rigour and bias in the study, internal validity and limitations, compliance/adherence with the intervention, and concludes with the potential of digital therapy for smoking cessation.