Many older patients with myeloid neoplasms experience treatment-related toxicities. We previously demonstrated that a home-based, progressive aerobic walking and resistance exercise program (EXCAP©®) improved physical and psychological outcomes in patients with cancer. However, older patients have more difficulty adhering to exercise than younger patients. Reasons may include low motivation, difficulty with transportation, and limited access to exercise professionals. To improve exercise adherence, we integrated a mobile app with EXCAP©® (GO-EXCAP) and assessed its feasibility and usability in a single-arm pilot study among older patients with myeloid neoplasms undergoing outpatient chemotherapy. GO-EXCAP intervention lasts for 2 cycles of treatment. Primary feasibility metric wasdata reporting on the app. Usability was evaluated via the system usability scale (SUS). Patients were interviewed at mid- and post-intervention to elicit their feedback, and deductive thematic analysis was applied to the transcripts. Twenty-five patients (mean age: 72 years) were recruited. Recruitment and retention rates were 64% and 88%, respectively. Eighty-two percent (18/22) entered some exercise data on the app at least half of the study days excluding hospitalization (a priori we considered 70% as feasible). Averaged daily steps were 2,848 and 3,184 at baseline and post-intervention, respectively. Patients also performed resistance exercises 26.2 minutes/day, 2.9 days/week at low intensity (rate of perceived exertion 3.8/10). Usability was above average (SUS 70.3). In qualitative analyses, three themes were identified including positive experience with the intervention, social interactions, and flexibility. The GO-EXCAP intervention is feasible and usable for older patients with myeloid neoplasms undergoing outpatient chemotherapy. This trial is registered at www.clinicaltrials.gov as NCT04035499.