Skip to content

Work · 2024

AI & AutomationRetail · CPG

Lift-and-Learn Smart Displays

A retail signage system that responds when a shopper picks up a product.

+0%
engagement on retail digital signage
Client
Confidential CPG client
Role
Lead designer, brand systems + UX
Final imagery in production

At a glance

0×
real-time content variations
< 80ms
detection-to-trigger latency
0
pilot store rollouts in Q1

The problem

Most retail signage talks at shoppers, not with them.

Retail digital signage is everywhere. Most of it is glorified TV. Content that runs whether anyone is watching, sized to the cycle of the marketing calendar, not the moment of the shopper's decision. The CPG client we worked with had invested in shelf-edge displays across pilot stores and was watching engagement plateau within weeks of launch.

They didn't need more content. They needed content that knew when to show up. The shelf-edge already had the hardware to know when a product was lifted. Nothing in the experience was tied to that signal.

“We don&apos;t need more content. We need content that knows when to show up.”

The approach

Strategy first. Then systems. Then ship.

The brief looked like a content problem. It was a systems problem. Three things had to align: the in-store signal (product lifted), the content library (what to surface and when), and the brand voice across all of it (so each new piece felt like one experience, not a stack of A/B tests).

We mapped the existing shelf-edge sensor architecture, defined twelve product-pickup states tied to a content rotation rule, and rebuilt the brand system for shelf-side display. Typography sized for foot-distance reading, motion timed to a shopper's natural attention window (~2.5 seconds).

Twelve states. One brand system. Real-time response.

Shelf-edge state machine. Twelve content variants triggered by product-pickup events.

Try the system

Don't take my word for it. Pick up a product.

This is a working miniature of the shelf-edge experience. Hover or tap any product — the contextual content responds in real time, just like it does in a pilot store.

Live engagement lift+0%

How it works · 0/5 products picked up

Each pickup is read by the shelf-edge sensor (here, your cursor) and routed through a 12-state content matrix. The display surfaces the right next message, sized to a shopper's ~2.5-second attention window. In a real pilot store, this lift held at +28% through month four.

What was built

A working system, not a deck.

The deliverable was a brand system, a content engine, and an integration spec. Handed off as a working system the client's team operates without us. Specifically:

• A 12-state content matrix (which message lands when product X is lifted, including cross-sell logic).
• Brand system extension: shelf-distance type scale, motion language, state transitions.
• Integration spec for the client's existing sensor + signage platform.
• A quarterly content cadence the client's in-house team runs without us.

The outcome

+28% engagement, sustained.

After 90 days across six pilot stores, the system delivered a 28% lift in engagement (defined as shopper interaction with the display: dwell time + product pickups during the active session) versus the prior static signage baseline. The lift held. Engagement was still 26% above baseline at month four, an unusually stable result for retail signage where novelty effects normally compress over weeks.

The client's in-house brand team now runs the content cadence without external help. That's the goal of every engagement: the team is more capable when we leave than when we arrived.

+0%
sustained engagement at month four

Why this case study matters

The pattern, not the project.

Most clients ask for a content refresh and don't need one. They need the systems layer that turns content from a recurring cost into a compounding asset. The Lift-and-Learn engagement is the clearest example of that pattern in our portfolio: brand systems thinking applied to a real-time signal, with measurable outcomes that hold past the launch window.

“The systems layer is what turns content from a recurring cost into a compounding asset.”

Related services

The productized engagement that ships this kind of work.

Have a project where this pattern would fit?

A 30-minute Clarity Call. We'll walk through what you've built, where it's bottlenecked, and what to fix first.

Book a Clarity Call