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Using shopper data to develop insights that drive better decisions is an approach many modern retailers follow, but how many manufacturers are really reaping the rewards that granular shopper data can provide…

With many sources of market data available and product sales data, manufacturers may feel that they have sufficient insight to understand which of their brands are performing well and which may need intervention. But to get a true understanding of who is buying your products - why, how and when - a far more granular level of data is required.


Here are some examples of how shopper insight can give brands deeper knowledge of consumer habits in relation to their products:

Your promotions – are they really working?

If you're running a promotion for one of your products, you'll hopefully have sales figures which show whether there has been an uplift in LFL sales during the period of the promotion. An increase probably can be attributed to the promotional campaign. So far so good. But what else do you know about that promotion campaign which could help your future marketing activities and investments? Who is buying your product on promotion? Are you cannibalising sales from existing shoppers who would have bought it anyway at full price? Are they 'pantry loaders' who are buying in bulk, bringing their spend forward? Is it one shopper buying 3 products, or 3 shoppers buying 1 product each? Are you keeping and converting new customers who buy your brand on promotion? By knowing more about who your shoppers are and what motivates them to buy your product, you'll be able to steer your marketing spend more effectively and avoid wastage.

Brand loyalty – does it really exist?

It's one of the biggest challenges for brands in the face of changing consumer habits and proliferation of channels to purchase: generating and maintaining brand loyalty amongst shoppers. Common beliefs that brand loyalty no longer exists and mass marketing is required to keep continually topping up the funnel with new shoppers in order to keep brand sales buoyant are hard to dispute, unless you have data to prove otherwise. Yet if brand owners don't understand who is buying their product and where there might be headroom for growth, they will struggle to create the right environment for this to happen. Industry sales data might tell you what your market share is, but do you know what your shopper's repertoire is? Are they only buying your brand or buying competitor brands within the category as well? How frequently are your shoppers making purchases? What events or factors are prompting their purchase decisions: pack size first, then brand? Or the other way around? Understanding switching, cross-shopping and retention behaviours are key KPIs you can measure from granular shopper insights.

Giving your new products the best chance of success

New product development is viewed as a great way to encourage existing shoppers to buy more of your products, and attract new shoppers to your brand, yet the failure rate for NPD is remarkably high. Convincing retailers to give up shelf space for your new product can be difficult, and if it doesn't bring in the expected return on investment for both parties, retailers will be quick to de-list it. Understanding category dynamics and the likely universe of shoppers who have the highest propensity to purchase will create a solid foundation for your NPD. Using shopper insight can help you determine what proportion of the retailer's customers you should target with your new product – based on previous purchase behaviour and basket mix. Who has a history of trying new products and sticking with them? Getting an early read of 'trial and repeat' behaviour can help with targeting.

Category growth and shopper Needs

Brands and retailers can both be winners if they work together to grow categories. But understanding shopper needs is vital in making this happen. Key questions you'll want to answer are: What are the gaps in the range? Are there any un-met customer needs which could point to opportunities for growth? What is driving loyalty amongst shoppers within particular categories? Did your promotion or new product launch drive overall category growth? What's the relationship between certain products in the category, and which matter most to shoppers?

A great example of collaboration between manufacturer and retailer to co-create a promotional plan to drive sales and category growth can be viewed here.

There are many issues that will undoubtedly be keeping manufacturers up at night – generating and keeping brand loyalty, creating excitement for shoppers in a sustainable way that doesn't damage your brand (overpromotion), driving growth through innovation (NPD) and increasing brand penetration through retail outlets. The great news is that shopper insight can play a key role in solving these issues and giving your business competitive edge. Getting access to more granular data is the starting point…

[This is the fourth in a series of articles advocating the voice of the Customer in the highly competitive food-retail industry. David Ciancio is Global Customer Strategist for dunnhumby, a pioneer in Customer data science, serving the world's most Customer-centric brands in a number of industries, including retail. David has 48 years experience in retail, 25 of which were in Store Management. He can be reached at David.Ciancio@dunnhumby.com].

Treating Customers differently based on their 'profitability' is counter-productive to building loyalty and toward creating a healthy retail Customer Experience.


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Memories of panic buying may be fading here in the UK but have resurfaced elsewhere1. The near constant threat of another wave of Covid-19 may yet prompt another round of hyper demand. Whilst there is little hard evidence to determine the underlying drivers of panic buying2, there are numerous theories that the retail industry may benefit from exploring.

Feroud Seeparsand, dunnhumby's Senior Consumer Psychologist, outlines some likely theories to explain the 'why' behind the 'panic buy' and some implications for retailers to prevent it reoccurring in future.

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The dunnhumby Consumer Pulse Survey is a multi-phased, worldwide study of the impact of COVID-19 on customer attitudes and behavior. We surveyed more than 27,000 respondents online in 22 countries, with interviews conducted for Wave one from March 29 – April 1, for Wave two from April 11 – 14, and for Wave three from May 27 – 31. Due to the rapidly unfolding crisis in North America, dunnhumby conducted Wave four from July 9 – 12 in the U.S., Canada and Mexico only. Here are highlights from the study:

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In a series of posts published earlier this year, we covered the results of the dunnhumby Customer Pulse – a global study designed to explore changing consumer mindsets during the COVID-19 pandemic. Over three waves, conducted between March and the end of May, we polled thousands of people from more than 20 countries on subjects including supermarkets' responses to the outbreak, the economic outlook, and how their shopping behaviour had changed due to COVID.

At the beginning of September – three months on from the previous wave and with supply chains stable and the changing nature of lockdowns – we wanted to revisit the Customer Pulse to see what, if anything, had changed. Below are some of the standout findings from this fourth tranche of research.

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assorted fruits at the market

Photo by ja ma on Unsplash

In the decade since Richard Thaler and Cass Sunstein's Nudge: Improving Decisions About Health, Wealth and Happiness was published, nudge theory has enjoyed unprecedented success.

Predicated on the idea that individuals respond better to indirect suggestion than outright commands, nudge theory is commonly used as a way of subtly influencing our behaviour towards positive choices. The idea has gained such traction, in fact, that many governments around the world have created "nudge units" in a bid to tackle thorny issues like obesity and the climate emergency.

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Are you looking to increase your contactable Customer base? How much money are you losing on incorrectly identified Customer communications? Throughout our 30 years of big data experience working with clients across industries around the globe, we have found that maintaining contact through relevant Customer engagement is a crucial component of putting the Customer First.

Essential to preserving contact data is ensuring that you have the most up-to-date information from your Customers; not an easy task. On average, people in the United States will move an average of 12 times in their lifetime. United States Postal Service data indicates 14% of the population change addresses annually. As email contact has grown, it's important to note that, on average, 30% of people change their email addresses each year. This is driven by ISP or job changes, or just to stop being spammed. As people move away from home phones to primarily mobile devices, phone numbers are stabilizing as consumers maintain the same numbers through physical moves.

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It's a well-worn phrase by now, but it's true that the COVID-19 crisis has drastically altered the global retail landscape. Here in the Asia-Pacific region, a majority of markets are now looking past the panic of the first wave and towards the future. In this series of articles, we'll explore how grocery retailers must adapt to a more omnichannel reality to thrive in a post-pandemic world.

The new wave of online grocery customers

Throughout the COVID-19 crisis we've seen the sharp rise and fall of many trends. As countries veered from one phase of the pandemic to the next, we've seen everything from panic-buying and stockpiling, to a booming demand for hygiene products. While some of these trends have stuck, the resumption of a more 'normal' life in many parts of the Asia-Pacific have seen others tail off.

One trend which is set to stay is in eCommerce, particularly within grocery. Lockdown drove a surge to online grocers the likes of which we have never seen – and it seems customers have been convinced by the online experience. According to multiple recent studies[1] China's grocery eCommerce market, already a booming sector with 29% growth last year, is now tipped to grow by 60% this year as the coronavirus has driven whole new segments of customers to the online grocery market. The trend is also sustaining; the main growth driver in JD.com's record-breaking '618' event this year was grocery, with sales almost doubling[2].

While general retail has been building momentum online for some years, grocery has been something of a laggard, rarely accounting for more than 15% of the overall grocery market. Historically the major barrier to entry to online grocery has been trust – over 50% of customers do not trust online grocery deliveries to pick the freshest and best items[3]. For years this has been a catch-22 scenario for retailers: customers don't trust the quality of online grocery because they haven't tried it, but they won't try online grocery because they don't trust the quality.

COVID-19 has caused a new wave of customers to finally take a leap of faith into digital grocery. Retailers can be happy that they've won new customers online, but now comes the hard work of retaining them.

The need for Customer Infrastructure

Much has been made of retailers' attempts to keep up with surging online demand during the early phases of the pandemic. Even in globally advanced eCommerce markets like the UK, the lead retailer has had to significantly expand delivery capacity to keep up with demand[4]. In order to meet the needs of new customers, retailers have rightly focused on having the right physical infrastructure in place.

However, if retailers want to keep meeting the needs of customers, they'll now need to focus on a different kind of infrastructure - the online customer experience.

The ease of shopping online is a double-edged sword for retailers. If customers can shop online with one retailer, they can shop online with any retailer. Your competitor store is no longer 1 kilometre away, it is one click away. Customers can literally browse competitor shop windows while they are in your store, and for countless retailers in the Asia-Pac region where online sales have historically been low, their digital stores may be looking rather outdated.

So while you may have won new customers, the fight to keep them is much more challenging.

Getting the digital experience right

The principles of great customer experience online are the same as instore. It's about helping customers easily find what they want. It's about helping customers feel they've got a good deal. It's about having a well-laid out store. Fundamentally, a great digital experience is about putting customers first and responding to their needs. Thankfully, the nature of eCommerce makes it possible to know these needs in detail through the wealth of data available to retailers. The data you're likely already collecting will tell you everything required to build a better overall and individual shopping experience for each customer who shops online.

Here are 3 ways retailers can act now to build a winning customer experience online:

  1. Bring the offline online
    Your customers may be new online, but many of them will be existing offline shoppers. Their loyalty card history enables you to show them items they already buy. Better still, predictive data science can detect which of those items are staple and regular purchases that each customer might need right now – helping them quickly and efficiently build a basket based on their own personal behaviour. This knowledge can also help act as an online virtual assistant, helping customers find substitutes for out of stock products and prompting them with items they may have forgotten to add at the checkout.
  2. Make it easy to find value
    In a world where customers can price compare at the flick of a tab, maintaining price perception is vital. This is easier said than done online, as customers won't spend time browsing the 500 products you have on special that week. Instead, use relevancy algorithms to curate your promotions list at the customer level using their previous behaviour, and show each customer the offers that actually matter to them.
  3. Optimise the navigation
    Newer online customers tend to use online search and taxonomy functions much more than experienced online shoppers. If your online category flow is unclear, difficult to interpret or poorly arranged, shoppers will have a harder and more frustrating experience. Equally, if their searches lead to incorrect or blank results, customers will quickly lose patience. Site analytics data in the hands of an expert is a goldmine for optimising the online navigation – from naming and arranging categories in a strong taxonomy to eliminating poor-performing searches.

Retailers in Asia have a limited window of time to win the continued business of new online customers. As these customers become more familiar with the experience, the greater will be their demands and their likelihood to look elsewhere when their experience is sub-optimal.

At dunnhumby, we've been advising grocery retailers on digital best practise for over 10 years, led by 30+ years of leading experience in data science and we have developed a range of products for retailers to deliver exactly these kinds of industry-leading customer experience online, powered by retail data.

In the next part of our series on the post-COVID landscape in Asia-Pacific, we'll explore the diverging needs of customers in the wake of the pandemic, and how omnichannel personalisation can help retailers meet those needs efficiently and effectively.

[1] E-commerce drives China's stay-at-home economy in coronavirus aftermath & China's online grocery sector set for explosive growth, says GlobalData

[2] Chinese shoppers are staying online. That's great news for JD.com

[3] Study cites barriers to online grocery shopping

[4] Tesco Delivers One Million Online Orders In A Week In The UK

FOR RETAILERS

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In the first episode of Customer First Radio, Dave Clements, Global Head of Retail for dunnhumby and David Ciancio, Global Head of Grocery for dunnhumby kick off the series by discussing what it means to be a truly Customer First business, share which retailers and brands today embody a Customer First mindset, and examine how Customer First materialized during the pandemic with retailers.

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Photo by Will Francis on Unsplash

The 2021 Retailer Preference Index: Who's winning and why. David Ciancio, Global Head of Grocery discusses the 2021 U.S Retailer Preference Index (RPI): Grocery Edition with the lead author of the RPI, Erich Kahner. They unveil key insights and discuss who is winning and who is best positioned for the future.

dunnhumby’s Prophets of Aisle Six, Episode 2: Heinen's Fine Foods

The Prophets of Aisle Six is the first online reality series focusing on innovation in the food retail industry. In this episode, Jose Gomes, dunnhumby's North America Managing Director, travels to the downtown Cleveland store of Heinen's Fine Foods. Jose meets with Tom and Jeff Heinen, co-owners and brothers, and learns how they are evolving their grandfather's mission of delivering excellent customer service. With 23 stores in Northeast Ohio and the greater Chicago area, and a 90-year legacy, Heinen's is proving that being a small retailer can be an advantage when it comes to data.

In this series, dunnhumby tours the globe and speaks with some of the world's greatest brands, exploring their biggest challenges and how they are using customer data science to meet those challenges.


In my last post, I posed five questions to retailers to help them determine whether they're ready for a customer-first mindset. Now, I'd like to challenge the retail basics that seasoned retailers were trained on, and suggest instead a new customer data science approach.

"Retail is detail" is common industry wisdom, and it means that achieving success is subtle and difficult. Success in any field demands practice and experience, and so it is little wonder that many senior retail and brand leaders and managers have vast years of involvement, and that most have grown up through the business in progressive steps.

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