About
ShelfWatch is an enterprise-grade retail execution analytics solution developed by ParallelDots. Leveraging deep learning and computer vision, it enables consumer packaged goods (CPG) companies to monitor and improve in-store shelf conditions in near real-time. Field teams use the ShelfWatch mobile app to capture shelf images, which are automatically analyzed to calculate critical KPIs including planogram compliance, share of shelf, POSM compliance, price tag compliance, on-shelf availability, and end cap/gondola compliance. The mobile app includes smart image quality features such as blur detection, angle alignment guides, and an image stitching assistant to ensure no products are missed or double-counted. It also supports offline mode, allowing field reps to capture data without an internet connection and upload when connectivity is restored. The corporate dashboard delivers competitive analysis by SKU count, shelf area, brand presence by geography, and store-level insights via a map overlay. Customizable Power BI dashboards can be built in partnership with brands to match unique reporting standards. A supervisor portal enables benchmarking of sales rep performance and escalates store-level alerts to the relevant teams. ShelfWatch integrates seamlessly with major SFA (Sales Force Automation) and DMS (Distribution Management System) applications, making it easy to embed into existing retail operations workflows. It is trusted by global CPG and retail organizations seeking data-driven decision-making to win at the retail shelf.
Key Features
- Real-Time KPI Monitoring: Tracks planogram compliance, share of shelf, price tag compliance, on-shelf availability, POSM compliance, and end cap compliance using image analysis and deep learning.
- Smart Image Quality Assistant: The mobile app detects blur, glare, steep angles, and wrong category images in real-time, prompting field users to retake photos to ensure accurate data capture.
- Corporate & Supervisor Dashboards: Delivers competitive analysis, geographical breakdown, brand presence, and store-level benchmarking with customizable Power BI dashboards and supervisor alert portals.
- Offline Mode & Image Stitching: Enables shelf image capture in no-internet zones with offline mode, plus guided image stitching to create complete panoramic shelf views with no product omissions.
- SFA & DMS Integration: Seamlessly integrates with major Sales Force Automation and Distribution Management System applications for end-to-end retail operations connectivity.
Use Cases
- CPG brands monitoring planogram compliance across hundreds of retail stores to ensure products are stocked and displayed according to agreed shelf plans.
- Sales teams using the mobile app to audit store shelves and receive instant feedback on KPIs, driving faster corrective action during store visits.
- Category managers analyzing share of shelf and competitive brand presence across geographies to inform space planning and negotiation strategies with retailers.
- Retail merchandising supervisors benchmarking field rep performance and receiving automated alerts when store-level shelf issues are detected.
- Trade marketing teams verifying promotional compliance, pricing accuracy, and POSM placement to maximize ROI on in-store marketing investments.
Pros
- Near Real-Time Shelf Insights: Image analysis results are transferred directly to the ShelfWatch cloud in near real-time, allowing sales and merchandising teams to act on shelf issues immediately.
- Works Offline: Field reps can continue capturing shelf images without an internet connection, ensuring continuous data collection even in low-connectivity store environments.
- Highly Customizable Reporting: Power BI integration enables brands to build custom dashboards tailored to their specific visibility compliance standards and internal reporting requirements.
- Scalable Across Global Retail Networks: Designed for enterprise CPG companies, ShelfWatch scales across thousands of stores with geographic breakdowns and multi-brand competitive analysis.
Cons
- Enterprise-Only Pricing: ShelfWatch is positioned as an enterprise solution with no self-serve or transparent pricing, requiring a demo request which may not suit smaller brands or retailers.
- Dependent on Field Team Adoption: Accuracy and coverage rely on field reps consistently using the mobile app correctly, meaning training and change management are critical for success.
- Image Recognition Setup Time: While new SKUs can be detected within 48 hours via the Saarthi platform, initial model training and integration setup may require onboarding time and effort.
Frequently Asked Questions
What is ShelfWatch and who is it for?
ShelfWatch is an AI-powered retail execution analytics platform by ParallelDots. It is designed for CPG (consumer packaged goods) companies, sales leaders, and merchandising teams who want to monitor and improve in-store shelf conditions at scale using computer vision.
What KPIs does ShelfWatch track?
ShelfWatch tracks planogram compliance, share of shelf, POSM compliance, price tag compliance, on-shelf availability, and end cap/gondola compliance. These KPIs can be customized based on each brand's requirements.
Does ShelfWatch work without an internet connection?
Yes. ShelfWatch's mobile app supports offline mode, allowing field reps to capture shelf images in areas with no internet connectivity. The images are automatically uploaded and analyzed once a connection is restored.
How does ShelfWatch integrate with existing retail systems?
ShelfWatch integrates with major SFA (Sales Force Automation) and DMS (Distribution Management System) platforms. Features like real-time image quality checks and shelf insights are fully functional within these integrated solutions.
How quickly can new SKUs be detected by the system?
Using ParallelDots' Saarthi image recognition training platform, new SKUs can typically be detected and added to the ShelfWatch system within 48 hours of training.
