FIT - Freshness Index Tracker

FIT - Freshness Index Tracker helps consumer goods manufacturers and retailers convert shelf photos into clear, actionable insights to improve retail execution and drive sales. The app uses computer vision to analyze ambient shelves, coolers and secondary displays, stitching multiple images and sending them to a cloud service that returns immediate mobile reports with recommended corrective actions. Users benefit from faster store visits, configurable KPIs and role-specific reports for sales representatives, supervisors, category managers and BI analysts, making it easier to tackle out-of-stock situations, monitor planogram compliance and optimize share of shelf.

Key Features

⭐ Automated image stitching for wide-area shelf and cooler coverage that speeds up capture during store visits.

⭐ Cloud-based analysis powered by advanced computer vision that delivers near real-time, actionable reports.

⭐ Support for multiple KPIs including share of shelf, out of stock detection, planogram compliance and POSM identification.

⭐ Role-tailored reports suitable for sales reps, supervisors, category managers and BI analysts.

⭐ FIT - Freshness Index Tracker integrates mobile capture and cloud analytics to shorten the feedback loop between store observations and corrective actions.

Advantages

✅ Faster, more consistent retail audits that reduce time in store and increase visit productivity.

✅ Immediate, actionable insights that help teams address out-of-stock and compliance issues within seconds.

✅ Customizable KPI calculations and reports so different teams can focus on the metrics that matter most.

✅ Seamless mobile workflow from capture to cloud analysis, improving data quality and decision speed with FIT - Freshness Index Tracker.

Disadvantages

❎ Requires a modern device and Android 8.1 or higher, which may limit use on older hardware.

❎ App download size is substantial at around 251 MB, so installation may take space and time on limited devices.

❎ Cloud-based processing depends on network connectivity and photo quality for best results.

Development Team

Clobotics Corporation develops the app and specializes in retail-focused computer vision solutions. Their mobile tools are designed to support field teams and analytics groups with data-driven retail execution.

Version Information

Version V4.0.20_4024 released on Apr 8, 2026. Requires Android 8.1 and up and the download size is approximately 251 MB.