8 Reasons Retail Chains Are Adding People-Counting Sensors to Existing CCTV

Real-Time Occupancy Dashboard
Fire-code limits require <450 pax/1000 m². Our camera streams RTSP + MQTT; Node-RED dashboard turns red at 90% capacity.

Conversion Rate by Hour
POS ÷ people = conversion. Store managers compare 11 am spike vs 3 pm dip and shift staff breaks accordingly.

Heat-Map for Planogram Tweaks
Overlay count data on store map; 30% dwell near promo end-cap proves layout works.

Energy Savings
HVAC ramps down when count <10; average 12% electricity cut recorded in 2024 pilot with 22-store sports chain.

Staffing Optimization
Queue length >5 triggers SMS to reserve cashier; labour cost drops 8%.

Marketing ROI
QR code scans vs footfall = campaign efficiency; shared with mall landlord for rent negotiation.

Privacy Compliance
ToF sensor outputs blob only—no facial image, GDPR & CCPA friendly.

Zero Extra Hardware
One cable, one IP, one license. Retail HQ rolls out 500 pcs in 4 weeks.

Technical Note
Gcraftsman GM-PC428 turret: 8 MP STARVIS 2 + ToF, 120° field, 0.3% accuracy up to 3.5m height, PoE+ 12W, ONVIF Profile M for metadata. SDK in C++/Python; sample code on GitHub.

Conclusion
People-counting is no longer a luxury—it’s a compliance and profitability tool. Add it at camera level and save 60% versus standalone AI boxes. Bulk pricing starts 50 units; contact sales@gcraftsmantech.com for live Zoom demo.