Electronic Shelf Labels ROI: How Retailers Can Measure the Business Impact of In-Store Technology

A practical framework for measuring how electronic shelf labels, connected shelf infrastructure, computer vision, and AI-enabled workflows support stronger store execution.

How do retailers measure the ROI of electronic shelf labels?

Retailers can measure the ROI of electronic shelf labels by looking beyond the label itself. The strongest business case connects electronic shelf labels to broader store outcomes, including shelf execution, on-shelf availability, merchandising consistency, associate productivity, and shopper experience. When electronic shelf labels are part of a connected in-store platform, they can support a wider set of workflows and data-driven decisions across the store.

That shift matters because store technology is increasingly evaluated as infrastructure, not as a standalone device. The question is no longer only whether a label automates a task. The better question is whether connected shelf technology helps the store operate more consistently, surface actionable information, and give teams better tools to execute.

Why electronic shelf labels ROI should go beyond traditional KPIs

Traditional ROI models often focused on narrow operational measures. Those measures still have value, but they do not capture the full role electronic shelf labels can play when they are connected with shelf intelligence, computer vision, location-aware workflows, merchandising systems, and store applications.

• Store operations: Measure how quickly teams can identify shelf issues and move them into action.
• Merchandising and assortment: Track whether products, planograms, and displays are executed as intended.
• On-shelf availability: Evaluate whether products are present where shoppers expect to find them.
• Associate productivity: Measure how technology helps store teams complete tasks with clearer guidance and less repetitive checking.
• Shopper experience: Assess whether connected store touchpoints make products easier to find and the in-store journey easier to navigate.

1. Measure shelf execution with time-to-detection

One of the most useful ways to evaluate connected shelf technology is to measure how quickly an issue at the shelf becomes visible to the store team. Computer vision and shelf-level data can help identify gaps, stock mismatches, misplaced products, and planogram deviations, then turn those signals into prioritized actions.

KPI: Time-to-detection

Time-to-detection measures the interval between a shelf issue occurring and the store system identifying it. A shorter detection window can help teams act sooner, support on-shelf availability, and maintain more consistent execution across departments and locations.

Supporting KPIs

• On-shelf availability
• Gap detection rate
• Planogram compliance
• Issue resolution time
• Task completion rate

Vusion’s Computer Vision & AI portfolio is designed to turn shelf images into actionable intelligence by detecting out-of-stocks, planogram deviations, and stock mismatches. When paired with electronic shelf labels and connected shelf infrastructure, those signals can support task prioritization and more consistent shelf execution.

2. Measure the value of connected electronic shelf labels across store workflows

Electronic shelf labels can act as one layer of a broader connected store environment. With Bluetooth Low Energy connectivity and platforms such as EdgeSense, shelf infrastructure can support use cases that extend into product location, guided picking, replenishment, merchandising, and shopper navigation.

KPI: Workflow enablement

Workflow enablement measures how many high-value store processes are supported by connected shelf infrastructure, and how effectively teams use those capabilities. This can help retailers evaluate whether electronic shelf labels are functioning as isolated endpoints or as part of a scalable store platform.

Supporting KPIs

• Picking productivity
• Product location usage
• Guided replenishment adoption
• Merchandising task completion
• Connected application usage by store or department

3. Measure shopper experience beyond satisfaction scores

Basket size and customer satisfaction still matter, but connected stores create additional ways to evaluate whether the in-store journey is becoming easier. The focus should remain on aggregate operational and engagement outcomes.

KPI: Decision confidence

Decision confidence is a practical way to evaluate whether shoppers can find the products and information they need with less friction. Retailers can approximate it through aggregate measures such as product-location usage, shelf content engagement, category conversion, or changes in abandonment where appropriate data is available.

Supporting KPIs

• Product-location and wayfinding usage
• Shelf-level content engagement
• Category conversion
• In-store campaign engagement
• Customer lifetime value

4. Measure associate capacity

A modern ROI framework should measure how technology helps associates spend more time on higher-impact work.. The ultimate goal is to measure how connected workflows can simplify repetitive checks, guide store tasks, and help teams focus on merchandising, replenishment, picking, and customer service.

KPI: Reclaimed capacity ratio

Reclaimed capacity ratio measures the share of time freed from repetitive tasks that is intentionally redirected to higher-impact activities. This gives operations leaders a clearer view of whether technology adoption is translating into better use of store-team capacity.

Supporting KPIs

• Time spent on shelf audits
• Time spent locating products
• Picking productivity
• Task completion
• Time redirected to merchandising, replenishment, or shopper-facing work

5. Build an electronic shelf labels ROI scorecard

The strongest electronic shelf labels ROI model combines operational, merchandising, shopper, and workforce measures. The framework below gives retail leaders a practical starting point for evaluating impact across functions.

6. How should retailers calculate electronic shelf labels ROI?

Start with a baseline, define the business outcome you want to improve, and measure the change after deployment. For a stronger business case, combine direct financial measures with operational indicators that show whether the store is executing better.

• Establish a pre-deployment baseline for the KPIs that matter to each business function.
• Measure the same KPIs after deployment using comparable stores, periods, and categories where possible.
• Connect operational improvements to financial impact only where the underlying data supports the calculation.
• Track adoption and workflow usage so you can separate technology capability from execution quality.
• Review the scorecard by persona: store operations, workforce optimization, merchandising and assortment, and retail executives.

Vusion customer examples show why this broader approach matters. In one smart shelf deployment, Vusion reports that the electronic shelf label rollout across their store chain delivered an internal rate of return six percentage points above target, while the retailer also expanded its focus to planogram execution, operational efficiency, and the in-store experience.

The bottom line

Electronic shelf labels ROI is strongest when retailers evaluate the shelf as part of a connected store operating model. The most useful KPIs show whether electronic shelf labels and related in-store technologies improve shelf execution, on-shelf availability, merchandising consistency, shopper experience, and associate productivity.

For retail leaders, the next step is to define a baseline before rollout, choose a small set of business outcomes, and build an ROI scorecard that can be measured consistently across the store network.

Next steps with Vusion

• Ask your Vusion account team to help establish a baseline for shelf execution and issue detection across your store network.
• Evaluate how electronic shelf labels, EdgeSense, and Computer Vision & AI can connect with existing store operations, merchandising, inventory, and fulfillment workflows.
• Set an associate-capacity goal before the next rollout, then measure how time is redirected to higher-impact store activities.
• Explore an AI-Native Store briefing to see how connected shelf infrastructure and on-device AI can support a broader retail KPI framework.

Visit vusion.com or contact your Vusion representative to discuss an ROI framework tailored to your store network.