The rapid expansion of wearable fitness devices has generated an unprecedented volume of personal health data, promoting self-awareness and helping users make healthier lifestyle decisions. Artificial intelligence (AI) is increasingly being embedded in wearable fitness devices, thereby turning passive self-monitoring into personalised coaching with adaptable goals, real-time feedback, and behavioural nudges. Nonetheless, sustained use of these devices remains inconsistent despite their health ad