Introduction: A ceiling-embedded people counting procedure provides true-time foot targeted traffic insights, integrating with retail platforms to optimize staffing, promotions, occupancy compliance, and functions. several retail supervisors experience the irritating challenge of juggling many challenges: incomplete visibility into foot site visit