| Pros | Cons |
|---|---|
| Low-cost hardware. | Limited to entry/exit counts – no in-store analytics. |
| Easy to install and maintain. | Accuracy drops in busy environments or group settings. |
| Works well in low-light or nighttime conditions. | No integration with POS or customer journey tracking. |
| Pros | Cons |
|---|---|
| High accuracy in complex traffic situations. | Requires specialized cameras (new hardware investment). |
| Ability to track dwell time, paths, and heat maps. | Higher upfront costs compared to software-only solutions. |
| Suitable for large entrances and high-traffic areas. | Maintenance and calibration may be needed for best results. |
| Pros | Cons |
|---|---|
| Inexpensive and easy to deploy. | Accuracy limited to device-carrying customers. |
| Good for measuring repeat visitors and loyalty patterns. | Growing privacy concerns and regulations (GDPR, CCPA). |
| Provides aggregate movement insights without cameras. | Can’t measure true conversion without POS integration. |
| Pros | Cons |
|---|---|
| Reliable and precise counts. | Poor fit for luxury or open-concept retail — creates friction. |
| Reduces unauthorized access. | Expensive hardware and installation. |
| Can be combined with access control in secure environments. | It can negatively impact customer experience. |
| Pros | Cons |
|---|---|
| Leverages cameras you already own – no new hardware. | Requires proper camera setup for best accuracy. |
| Can analyze far more than traffic (dwell times, queue monitoring, theft detection). | Cloud storage and analytics may have subscription costs. |
| Integrates with POS, access control, and other systems. | |
| Scales easily across multiple locations. |