The Glucose-Guided Eating (GGE) pilot study, sponsored by Georgetown University, targets two high-risk populations: postmenopausal women with prediabetes and adolescent/young adult (AYA) cancer survivors. The intervention leverages a mobile app and continuous glucose monitoring (CGM) to promote healthier eating patterns, potentially reducing chronic disease risk. Given the rising prevalence of diabetes and obesity, this study addresses a significant market need. If successful, the GGE intervention could position Georgetown University as a leader in digital health solutions for chronic disease prevention, opening avenues for partnerships with tech companies and healthcare providers. The competitive landscape includes other digital health interventions, but GGE's unique focus on glucose-guided eating may differentiate it. Diligence should focus on regulatory pathways for the app and CGM integration, as well as potential reimbursement strategies.