Footprints AI vs VusionGroup
VusionGroup (formerly SES-imagotag) is a global leader in electronic shelf labels and shelf digitization, with a retail media arm, Engage, that runs in-store display campaigns synced to the shelf. Footprints AI is the shopper-intelligence and measurement platform that builds audiences and proves sales outcomes. The difference: VusionGroup digitizes and activates the shelf; Footprints AI measures the shopper and proves the sale.
Last reviewed June 2026 · Comparison based on publicly available information.
Footprints AI vs VusionGroup, capability by capability
| Capability | VusionGroup public positioning | Footprints AI positioning |
|---|---|---|
| Core strength | Shelf-edge hardware & IoTElectronic shelf labels, computer vision and store digitization, with an in-store media arm, Engage. | Retailer-owned RMNShopper intelligence, in-store and online media, and closed-loop sales measurement, as one platform. |
| In-store media | Engage activates end caps, in-aisle screens and shelf displays, synced to ESLs and merchandising plans. | In-store screens, audio, POS, shelf and Wi-Fi as a measured channel, targeted by shopper behavior. |
| Measurement | Campaign activation, display uptime, zone engagement and execution compliance, plus store traffic and sales context. | Closed-loop SKU and store-level attribution, incrementality-ready with test and control. |
| Audience & shopper data | Store and shelf data, computer vision and analytics, including Captana and Memory. | Audiences from 100% shopper transaction behavior, with missions, cohorts, basket shifts and propensity. |
| Forecasting & planning | Schedule and sync content to the shelf and merchandising plans. | Store Twin forecasting to plan and pace delivery against predicted store traffic. |
| Scope & model | Hardware and platform a retailer buys to digitize stores; media is one layer, Engage. | White-label, multi-tenant media platform the retailer owns across in-store and online. |
| Best fit | Retailers digitizing the shelf with ESLs and computer vision, adding in-store display media. | Retailers that want shopper intelligence and closed-loop proof across in-store and online media. |
Based on public VusionGroup product pages, including Engage, and public Footprints AI platform information as of June 2026. Framed by use case, not by unsupported feature claims.
Capability scorecard
| Capability | VusionGroup | Footprints AI |
|---|---|---|
| In-store as a first-class media channel | Full | Full |
| Store Twin forecasting to plan & pace delivery | None | Full |
| Audiences from real shopper behavior (100% coverage) | Partial | Full |
| One campaign workflow across in-store + digital | Partial | Full |
| Proof of delivery & real-time pacing (in-store & online) | Partial | Full |
| SKU + store-level attribution (uplift-ready) | Partial | Full |
| Built-in AI insights (missions, cohorts, basket shifts) | Partial | Full |
| Enterprise scale: private AI, white-label, multi-tenant | Partial | Full |
| Open APIs + integrations (DSP, CDP, retail systems) | Partial | Full |
| Privacy-safe architecture for global rollouts | Partial | Full |
Scorecard summarizes the comparison above. “Full” means a first-class product layer; “Partial” means present but focused on shelf hardware, execution or analytics rather than shopper-level media and outcomes; “None” means not a positioned capability. VusionGroup earns full marks as a first-class in-store media and shelf-digitization player, and strong marks on execution, scale and integration. Scoring as of June 2026.
What is VusionGroup?
VusionGroup (formerly SES-imagotag) is a global electronic shelf label and shelf-digitization company. Public company information describes an AI- and IoT-powered platform combining smart electronic shelf labels, computer vision, data analytics and in-store retail media. Recent public deployments include Morrisons, with 497 supermarkets and more than 10.8 million smart electronic shelf labels, and Vusion was named to TIME’s Top 10 Most Influential Retail Companies of 2026.
VusionGroup does offer in-store retail media, and this page should say so. Its Engage product lets retailers run brand campaigns on end caps, in-aisle screens and shelf displays, synced to electronic shelf labels and merchandising plans. Vusion describes metrics such as campaign activation, display uptime, zone-level engagement and execution compliance, combined with store traffic and sales data.
VusionGroup’s core is hardware and shelf digitization: the physical canvas in the aisle. Its measurement is strong on execution and engagement, with sales context, but it is not positioned as closed-loop SKU and store-level incrementality. Footprints AI starts from the shopper and the sales outcome, not the shelf hardware.
Sources reviewed: VusionGroup Engage and product pages, Morrisons deployment announcement, and public TIME 2026 coverage.
What is Footprints AI?
As in-store media scales in 2026, Coresight describes in-store retail media as an emerging high-impact growth and monetization engine. The next question is measurement: which platform links in-store impressions to basket-level outcomes, not just more screens or smarter shelf hardware? That is where Footprints AI is built.
Footprints AI is a next-generation retail media platform built first for the physical store. It treats in-store as a first-class, measured channel across screens, audio, POS, shelf and Wi-Fi, then extends across on-site and off-site. The platform spans five modules, Campaigns, Audiences, Sales & Shopper Insights, In-Store Measurement and Leads, so the retailer runs the whole operation in one place rather than stitching point tools together.
Where VusionGroup digitizes and activates the shelf, Footprints AI builds the audiences and proves the sales. Audiences come from 100% shopper transaction behavior, measurement is built in, with closed-loop SKU and store-level attribution and incrementality-ready test and control, and the platform is white-label and multi-tenant. The operating promise is simple: buy true reach, pay per view, get real sales attribution.
It operates at scale across 30+ retailers, 65 agencies, 550+ brands and 50M+ shoppers, tracking 5B+ shopping trips and 7,000+ campaigns, and it is deployed as a platform a retailer owns, in-store and online.
The differences that matter
Hardware vs shopper intelligence and measurement
VusionGroup digitizes the shelf with ESLs, sensors and computer vision. Footprints AI is the shopper-intelligence and measurement platform that builds audiences and proves sales outcomes.
Execution metrics vs closed-loop outcomes
VusionGroup’s Engage reports activation, uptime, zone engagement and execution compliance, with sales context. Footprints AI adds closed-loop SKU and store-level attribution with incrementality-ready test and control.
A shelf canvas vs the whole operation
VusionGroup’s media is one layer on top of hardware. Footprints AI runs the full operation, audiences, in-store and online media, insights and measurement, in one platform.
Complementary by design
The two can work together. VusionGroup’s shelf hardware can be part of the in-store canvas, while Footprints AI provides the audiences, campaign operation and closed-loop measurement on top.
Footprints AI proof, not promises
Footprints AI case studies include outcomes such as +390% sales uplift for Jack Daniel’s, +55% sales lift for Persil, 10× ROAS for Mutti and +23.29% sales uplift for Coca-Cola. Across the platform, campaigns deliver 5 to 8× ROAS versus a roughly 2× industry average, with +25% new-to-brand buyers and +20% basket incidence among exposed shoppers.
Footprints AI campaign results, measured with closed-loop attribution. Incrementality is claimed only where the measurement design supports it. Figures as of June 2026.
Who should choose which?
Choose VusionGroup if
You are a retailer digitizing the shelf, automating pricing with electronic shelf labels and adding in-store display media synced to merchandising. VusionGroup is strong in that hardware and shelf-digitization layer.
Choose Footprints AI if
You want shopper intelligence, audiences from real purchase behavior, and closed-loop SKU and store-level proof across in-store and online media, on a platform you own. Footprints AI can also sit on top of shelf hardware you already have.
The Footprints AI retail media stack
Retail Media Network Platform · build and scale a retailer-owned media business. In-Store Retail Media · turn physical stores into measurable media. Closed-Loop Measurement · connect exposure to SKU and store outcomes.
Footprints AI vs VusionGroup, answered
What is the main difference between Footprints AI and VusionGroup?
VusionGroup is a shelf-digitization and electronic shelf label company with an in-store media layer called Engage. Footprints AI is the shopper-intelligence and measurement platform that builds audiences and proves sales outcomes. VusionGroup digitizes the shelf; Footprints AI measures the shopper.
Does VusionGroup do retail media?
Yes. Its Engage product runs in-store brand campaigns on end caps, in-aisle screens and shelf displays, synced to electronic shelf labels, and reports activation, uptime, zone engagement and execution compliance with store traffic and sales context. Footprints AI adds closed-loop SKU and store-level measurement.
Can Footprints AI work with electronic shelf labels or VusionGroup hardware?
Yes. Footprints AI is hardware-agnostic and can sit on top of shelf hardware, screens and sensors a retailer already has, adding audiences, campaign operations and closed-loop measurement. The two layers can be complementary.
Which has better in-store measurement?
VusionGroup measures execution well, with activation, uptime, zone engagement and compliance plus directional sales context. Footprints AI measures outcomes, with closed-loop SKU and store-level attribution and incrementality-ready test and control.
Is Footprints AI a good VusionGroup alternative?
They overlap on in-store media but solve different layers. If you need shelf-digitization hardware, VusionGroup leads. If you need shopper intelligence and closed-loop sales proof across in-store and online, Footprints AI is built for that and can run on top of existing hardware.
Does Footprints AI only do in-store?
No. Footprints AI is physical-store-first but runs one workflow across in-store, on-site and off-site, so a retailer activates and measures the same shopper everywhere, not only at the shelf.
Beyond the shelf, prove the sale
Build a measured retail media operation across every in-store touchpoint and online, with shopper intelligence and closed-loop proof, on a platform you own.
Comparison based on publicly available information about VusionGroup as of June 2026. VusionGroup and SES-imagotag are trademarks of their respective owner. Footprints AI is not affiliated with VusionGroup.
