Software is projected to lead diabetes meal planning digital health apps market at 64.0% share in 2026, followed by monitoring as expected to secure 46.0% share of application in 2026. Adoption is shaped by secure glucose-data connections and documented clinical evidence, with fragmented reimbursement and privacy review limiting cross-country rollout.