Struggling to make your retail campaigns connect with customers? You spend a lot, but sales stay flat. Let's fix that by understanding what shoppers really want.
Using shopper insights means collecting data on customer behavior, preferences, and motivations.1 You then apply this knowledge to create targeted campaigns, design effective POP displays, and select product placements that boost sales and build a stronger brand connection in stores.

Understanding the "what" is the first step. But to truly make a difference in your sales, you need to dive deeper. Let's explore why these insights are the secret weapon for top brands in stores like Walmart and Target. It's time to learn how to make your campaigns resonate, turning casual browsers into loyal buyers.
What Are Shopper Insights and Why Do They Matter?
Are your marketing efforts just guesswork? This leads to wasted budget and missed opportunities. Let's learn to base decisions on real data, not just assumptions about your customers.
Shopper insights are deep understandings of how and why customers behave in a retail environment.2 They matter because they help you create more relevant products, promotions, and in-store experiences, which directly leads to increased customer loyalty and higher sales.3

It's easy to get lost in raw numbers. But shopper insights go beyond simple data. For example, sales data might tell you that you sold 100 units of a product.4 A shopper insight tells you why you sold them—perhaps customers bought it on a Tuesday because they were planning meals for the weekend. This "why" is where the magic happens. I remember working with a new snack brand. They assumed kids were their main audience. After some in-store observation, we found the insight: moms were buying the snacks as a "healthy-ish" treat for themselves. This single insight completely changed their messaging and display strategy, from cartoon characters to a more mature, benefit-focused design. This is the difference between data and an actionable insight.
Data vs. Insight
| Data Point (The "What") | Shopper Insight (The "Why") |
|---|---|
| Product sales spike on weekends. | Shoppers see the product as a weekend treat or for social gatherings. |
| Customers often buy Item A and B together. | Shoppers use Item A and B to create a specific meal or solution. |
| A new flavor is not selling well. | The packaging color is not visible on the shelf, or the flavor name is confusing. |
This understanding is crucial in big-box stores like Costco or Sam's Club. The data shows people buy in bulk. The insight is that they do it to save time and money, feeling like smart, prepared household managers. Your campaign should tap into that feeling, not just yell "Buy a lot!"
How Can You Gather Actionable Shopper Insights?
Feeling disconnected from your customers? Making decisions in the dark is risky. We need reliable ways to understand what shoppers are thinking and doing inside the store.
You can gather shopper insights through several methods. These include analyzing sales data, conducting customer surveys, using in-store observation, and holding focus groups. Combining quantitative data with qualitative feedback gives you a complete picture of your customer's journey.

The best approach is to mix different types of research. You need to know what is happening and why it's happening. I once worked with a beverage client targeting Lowe's. Their sales data for a new sports drink was low, but they didn't know why. We decided to do some simple in-store observation. We just stood in the aisle and watched shoppers. We saw a clear pattern: people would pick up our client's bottle, read the label for a few seconds, look confused, and then put it back.5 The sales data only told us there was a problem. The observation gave us the insight: the messaging on the packaging was unclear. We learned that shoppers at Lowe's were looking for hydration for physical work, and our client's "electrolyte-enhanced" message wasn't connecting.
Common Insight-Gathering Methods
| Method | Type | What It Tells You |
|---|---|---|
| Point-of-Sale (POS) Data Analysis | Quantitative | What people are buying, when, and in what combinations. |
| Customer Surveys | Quantitative/Qualitative | What they prefer and why they make certain choices. |
| In-Store Observation | Qualitative | How shoppers navigate the store and interact with products. |
| Focus Groups | Qualitative | Deeper motivations, perceptions, and feelings about a brand. |
You don't need a massive budget for this. A simple online survey or a few hours spent observing in a key retail location can provide powerful insights that transform your next campaign.6
How Do You Translate Insights into a POP Display Strategy?
Your product is great, but is it invisible on the shelf? A poor display won't get noticed. Let's turn shopper insights into a cardboard display that stops customers.
Translate insights by designing a display that solves a shopper's problem or meets a need. If insights show shoppers are rushed, use clear, bold messaging.7 If they seek value, design a display that highlights a special offer or multi-pack deal.

This is where everything comes together. Your insights must directly influence the physical presence of your product in the store. A generic display gets generic results. A custom, insight-driven display speaks directly to your target shopper. We worked with a brand selling organic soap in Target. Our insight was that their shoppers were highly ingredient-conscious and distrusted flashy marketing. So, we designed a simple, earthy-toned corrugated floor display. Instead of bright colors and sales slogans, the main header panel clearly listed the "Top 3 Natural Ingredients." The display communicated quality and transparency, aligning perfectly with the shopper's values.8 Sales from that display jumped over 40% in the first month because it addressed the shopper's core motivation. It didn't just hold the product; it told the right story.
From Insight to Actionable Display Design
| Shopper Insight | Display Design Action |
|---|---|
| "Shoppers are rushed and scan aisles quickly." | Use a bold, simple headline and a strong visual hierarchy. Make the price easy to see. |
| "Shoppers are confused by the different product varieties." | Design a display with clear color-coding or dividers for each variety. Use simple icons. |
| "Shoppers buy this product for special occasions." | Create a display with a "party" or "gifting" theme. Suggest product pairings. |
| "Shoppers don't know how to use the product." | Add a QR code to the display that links to how-to videos or recipes. |
This is why custom design is so critical. An off-the-shelf display can't incorporate your unique shopper insights. At Packwins, we partner with brands to build these insights directly into the structure and graphics of the display.
How Can You Measure the Impact of Your Insight-Driven Campaign?
You launched a new campaign, but are you sure it worked? Without clear metrics, you're just guessing. Let's learn how to prove your strategy delivered a real return.
Measure the impact by tracking key performance indicators (KPIs) before and after the campaign. The most important metrics are sales lift, unit velocity, and return on investment (ROI).9 Also, consider qualitative feedback from store staff and customers.

Measurement closes the loop. It proves your insights were correct and justifies the investment in a custom campaign. The most straightforward metric is sales lift—the percentage increase in sales during the campaign compared to a similar period without it. But you can go deeper. For a large campaign with a national retailer like Walmart, we often recommend A/B testing.10 We will produce two versions of a display—maybe one with a red header and another with a blue one. We place Version A in ten stores and Version B in ten similar stores. After a few weeks, we compare the sales data. This gives us concrete proof of what works best and provides valuable insights for the next campaign. It’s a cycle of learning and improving.
Key Metrics and Testing
Your goal is to get a clear picture of what you spent and what you gained.
Core Financial Metrics:
- Sales Lift: (Campaign Sales - Baseline Sales) / Baseline Sales
- Unit Velocity: Number of units sold per store, per week.
- Return on Investment (ROI): (Gross Profit from Campaign - Campaign Cost) / Campaign Cost
A/B Testing Example:
| Metric | Display A (Red Header) | Display B (Blue Header) | Winner |
|---|---|---|---|
| Units Sold | 1,200 | 1,550 | Display B |
| Sales Lift | +15% | +22% | Display B |
This kind of data is incredibly powerful when talking to retail buyers. It shows you have a deep understanding of their shoppers and are committed to data-driven success.
Conclusion
In short, using shopper insights is not optional. It is the best way to connect with customers, design effective displays, and grow your sales in a competitive retail world.11
"Shopper Insights vs. Consumer Insights: What's the Difference?", https://www.numerator.com/resources/blog/shopper-insights-vs-consumer-insights-difference/. This source explains the concept of shopper insights and their role in understanding customer behavior, preferences, and motivations. Evidence role: definition; source type: encyclopedia. Supports: Shopper insights involve collecting data on customer behavior, preferences, and motivations to create targeted campaigns and improve retail strategies.. ↩
"What Is Consumer Behavior and Why Is It Important?", https://online.mason.wm.edu/blog/what-is-consumer-behavior-why-is-it-important. This source provides a detailed explanation of shopper insights and their importance in retail environments. Evidence role: definition; source type: encyclopedia. Supports: Shopper insights are deep understandings of customer behavior and motivations in retail settings.. ↩
"Uncovering Shopper Insights to Better Understand Customer Loyalty", https://www.symphonyai.com/resources/blog/retail-cpg/uncovering-shopper-insights-to-better-understand-customer-loyalty/. This source discusses how shopper insights contribute to creating relevant retail strategies that enhance customer loyalty and sales. Evidence role: mechanism; source type: research. Supports: Shopper insights help create relevant products, promotions, and experiences that increase customer loyalty and sales.. ↩
"Shopper Insights vs. Consumer Insights: What's the Difference?", https://www.numerator.com/resources/blog/shopper-insights-vs-consumer-insights-difference/. This source explains the difference between raw sales data and actionable shopper insights, using examples of sales figures and customer motivations. Evidence role: general_support; source type: education. Supports: Sales data provides raw numbers, while shopper insights explain the motivations behind those numbers.. Scope note: The source may provide general examples rather than specific case studies. ↩
"The Use of Observational Technology to Study In-Store Behavior", https://pmc.ncbi.nlm.nih.gov/articles/PMC6701250/. This source discusses how in-store observation can reveal issues like unclear product messaging, impacting customer decisions. Evidence role: case_reference; source type: research. Supports: In-store observation can identify problems such as unclear product messaging that deter purchases.. Scope note: The source may provide general insights rather than specific examples matching this case. ↩
"The Use of Observational Technology to Study In-Store Behavior", https://pmc.ncbi.nlm.nih.gov/articles/PMC6701250/. This source explains how low-cost methods like surveys and in-store observation can yield actionable shopper insights. Evidence role: mechanism; source type: education. Supports: Simple methods like surveys and in-store observation can provide valuable shopper insights for retail campaigns.. Scope note: The source may not quantify the impact of these methods but supports their general effectiveness. ↩
"The Top Retail Display Trends for 2026 - Darko Inc", https://www.darkoinc.com/blog/retail-display-trends-2026. This source provides guidelines on designing retail displays based on shopper behavior, such as using bold messaging for rushed customers. Evidence role: mechanism; source type: education. Supports: Shopper insights about rushed customers can guide the design of retail displays with clear, bold messaging.. Scope note: The source may offer general design principles rather than specific case studies. ↩
"In-Store Branding And The Psychology Of Shopping - Forbes", https://www.forbes.com/councils/forbesbusinesscouncil/2024/03/04/in-store-branding-and-the-psychology-of-shopping/. This source discusses how aligning retail displays with shopper values, such as transparency, can boost sales. Evidence role: mechanism; source type: research. Supports: Retail displays that align with shopper values, like transparency, can improve sales performance.. Scope note: The source may not directly reference the specific example but supports the general principle. ↩
"7 Marketing KPIs You Should Know & How to Measure Them", https://online.hbs.edu/blog/post/marketing-kpis. This source identifies key metrics like sales lift, unit velocity, and ROI as critical for measuring retail campaign success. Evidence role: definition; source type: education. Supports: Sales lift, unit velocity, and ROI are essential metrics for evaluating the success of retail campaigns.. ↩
"A/B Testing to Improve Your Online Marketing - Penn State Extension", https://extension.psu.edu/a-b-testing-to-improve-your-online-marketing/. This source explains the role of A/B testing in optimizing retail campaigns and measuring their effectiveness. Evidence role: mechanism; source type: research. Supports: A/B testing is an effective method for optimizing retail campaigns and measuring their impact.. Scope note: The source may not provide specific examples of A/B testing in retail but supports its general utility. ↩
"The Power of Shopper Insights - Quantilope", https://www.quantilope.com/resources/shopper-insights. This source argues that shopper insights are critical for connecting with customers, designing effective displays, and increasing sales. Evidence role: expert_consensus; source type: research. Supports: Shopper insights are essential for connecting with customers, designing displays, and driving sales in retail.. Scope note: The source may provide general expert opinions rather than specific data-driven evidence. ↩
