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Pass the P’s and the big data please

Big data is no longer an advantage for only the big guys. Just ask Heinen's.

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Big data is no longer an advantage for only the big guys. Just ask Heinen's.

As I wrote in my previous article, being truly loyal to customers is, above all else, about creating a better store experience. Naturally then, the role of big data analytics (customer science) must be to improve the traditional '4 P's of marketing – so that customers better find the right products, at prices that shout better value for money, and in promotions that more clearly deliver exciting value.

Typically, the costs and complexities of harvesting insights from big data to improve the 4 P's have shut out smaller retailers. But today's cheaper cloud computing and open source technologies can now enable big data advantages to small companies. Data has been 'democratized' in a way that size of retailer no longer matters. To wit: leading the application of big insights in small spaces is Heinen's, a 23-store chain headquartered in Cleveland, Ohio.

If you want to see an amazing store experience born from inspired retail art together with applied customer science, you've got to see the Heinen's store in downtown Cleveland. You are sure to notice that Heinen's have transcended the traditional 4 P's to add 3 new P's of Customer Engagement – People, Place, and Personal – and have thereby become even more loyal to their customers. There's a link to a special video feature about this incredible store at the end of this article.



In the age of Amazon, it pays to think big when you’re small

These are dangerous times of disruption and of tectonic shifts in structures, formats, and channels for both retailers and brands. A new epoch of retail has arrived, wherein, once again, only those most agile / most adaptable to change will survive. The challenge is even more acute for smaller retailers.

"The brick and mortar solution won't survive very well unless we up our game and create an even better experience for customers than we have in the past." – Tom Heinen

And the way to create an even better experience? Use Customer Data Science to understand customers better than in the past, and apply insights to improve the store itself. I contend that deeper, truer loyalty can be better earned by responsive regional and smaller operators because they have a natural head start as 'local' puts them inherently closer to their customers.

The paradox of disrupted retail is that the big companies must think small, and the small must think big. Those bigger to become more local and personal, and those smaller to embrace the advantages of big data.

Speedboats vs. cruise ships

As the saying goes, it's about the size of the fight in the dog (and not the size of the dog in the fight). In Tom's words, "Being small when you deal with data is actually an advantage. Big companies are like driving a cruise ship; we're a speedboat. What levels the playing field for smaller companies is, in fact, good data-driven decisions."

The principles around using customer data to better engage customers are applicable regardless the size of your business, and no matter the channel – convenience, traditional offline, online, e-m-or v-commerce. These are the universal customer principles of retail:

  • Loyalty = Trust + Value. Customers define what 'trust' and 'value' mean to them, personally. This loyalty is a thing earned, not expected
  • Relevance is everything
  • Customers leave for a reason – they are usually pushed, not pulled away
  • Those most adaptable to change are those most likely to survive

To Chris Foltz, Heinen's Director of Operations, survival today is about investing in data science, and the benefits thereof are simple; "…to find insights that enable us to engage customers differently. We need to better change to meet their changing needs and find new ways to delight them".

3 P's of Customer Engagement

Chris and Heinen's understand – and practice perhaps better than anyone – that engaging and delighting customers goes far beyond executing on only 4 P's. I see three more P's in their brilliant operating model; the human P's, if you will – People, Place (in the sense of Ray Oldenburg's Third Places) and Personal.

People: Heinen's have energised and empowered staff by giving them ownership of the customer and the superpower of trust to satisfy customers using their own best judgement. Upskilling is not only about how to do a task, but also about the applications of good judgement and warm behaviours of empathy, dignity, and respect for shoppers. One store, one person can make a big difference for customers.

Personal: Treating all employees with dignity and remembering that each employee is an individual with different needs and aspirations teaches employees that all customers deserve to be treated with respect and individuality (what I call true 'personalisation'). Heinen's employees, following the example of their leaders, learn how to build up relational bank accounts with customers – earning credits for giving recognition, appreciation, thanks, kindness, dignity and respect to shoppers as individuals. When it comes to empathy and respect, the apple doesn't fall far from the tree at Heinen's.

Place: Oldenburg describes spaces at the heart of a community's social vitality a "third place". In contrast to first places (home) and second places (work), third places allow people to put aside their concerns and simply enjoy other people and the space around them. Heinen's downtown Cleveland store stands as a model for grocers to create this very human and psychologically important third space, and demonstrates again how Tom and Jeff Heinen are loyal to their customers and to their community.

For a look at this amazing place and the loyal application of the 4 P's to enhance the customer experience, please watch the below video.

Implications for retail leaders

  • You don't have to be big to benefit from big data
  • The principles of earning loyalty from your customers apply regardless of the number of stores, or of format
  • Retail art must be informed by customer science if you want to win in the age of Amazon
  • In the age of artificial intelligence, it's the human intelligence that wins customer engagement
This is the sixth in a series of LinkedIn articles from David Ciancio, advocating the voice of the customer in the highly competitive food-retail industry.


white and blue magnetic card

Photo by Avery Evans on Unsplash

Most companies attempting to drive customer loyalty fail miserably—and few so-called customer-centric companies generate sustainable customer loyalty that drives measurable business results. Why? Because they get three key principles completely wrong, right from the start:

  1. Loyalty is about the company acting loyally to its customers, not vice versa.
  2. It is about a loyalty approach, not a loyalty program.
  3. Loyalty is about the store, not only about the CRM.

1. Loyal to Customers

We start to act loyally to customers when we understand them to a level of detail that ensures that we remain responsive to changes in their behavior, relevant to ever-changing customer needs and rewarding in the way we treat customers.


Acting loyally is about adopting a loyalty mind set of managing customer segments as strategic business units (aligning with how we think about a category management strategy as managing categories as strategic business units). This context demands change that is both incremental and transformational—evolution, but with a bit of manageable revolution.

What customer loyalty is, and is not:

  • Acting loyally (responsive, relevant, rewarding) to our customers; not about customers being loyal to us
  • An overall approach throughout our business; not a proposition or program
  • Earning customer loyalty; not thinking that customers should become loyal
  • Collaborative partnerships to win customers together; not tolerant of internal conflict between areas of the business or with suppliers
  • Transparent; not opaque
  • Driving sales and cash margin; not customers being responsible for percent margin

2. Loyalty Approach vs. Loyalty Program

We demonstrate loyalty to our customers by taking a loyalty approach wherein we commit to rewarding and delighting our customers with products and experiences that meet their wants and needs.

  • We call this putting customers first—when we decide on priorities and actions based on insights from our customer data.
  • By doing so, a retailer becomes an even more prominent choice in the customer's consideration set. This is not a tactic; it is a long-term strategy that makes the customer the focal point of our business decisions and objectives.

The loyalty program is an important element within a loyalty approach, as the key source of the data that enables customer intelligence, and as the channel that enables us to talk to our customers personally. I call the loyalty program the "little l" in loyalty, with the loyalty approach as the "big L."

But a loyalty program is not required to act in a loyal way to customers. Here's how to think of "big L" loyalty:

A loyalty approach, simply put, embeds customer insight throughout the retail organization to enable better, faster decisions and thereby increase sales and profit sustainably. Best-in-class practitioners have seen an incremental sales uplift in the early stages of a loyalty approach of between 1% and 2% and later stages between 3% and 4%, quarter over quarter and year over year.

3. Loyalty Is About the Store, Not Just the CRM

As I used to say to my retail colleagues, "If the store is lousy but we deliver brilliant targeted CRM, the store will still be lousy."

Even if the personalized CRM is perfect, customers need to perceive that tangible changes have been made in the store itself before they will respond by giving more of their custom. We must put customer insights into action within the "hardwiring" of retail practices—pricing, promotion, assortment, adjacencies, new products, the checkout experience and so on.

In a previous article, I shared several examples of being loyal to customers in store by simply making the shopping experience easier—setting the yogurt section by customer need rather than by brand blocks, for example, and by setting product adjacencies according to how customers shop, rather than by how items are sourced in the supply chain.

3 Ways to Activate a True Loyalty Approach

  1. Make better business decision by putting the customer first. Everything is better when you start with the customer. Start with the data you hold on customers—understanding how they shop and behave, what is important to them and how they engage with your business. This insight will identify a number of opportunities for better decisions using the data.
  2. Improve the customer experience by using data-driven insights to improve your retail offering, such as assortment, pricing and promotions. Use insights to connect you to your customer through the store. Think of the mantra "data to insights to actions"—this is how improved like-for-like sales growth and customer loyalty is delivered.
  3. Transform the organization using customer-driven insight to help you better understand, anticipate, measure and continually respond to your customers. This is realized through empowering, aligning and equipping your people with relevant insights, values, goals, strategies and actions.


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[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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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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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

labeled box lot

Photo by Franki Chamaki on Unsplash

Article originally appeared on Forbes.

My company recently produced a report on the state of the food retail industry, and in studying that sector, we discovered something that we hope will make food retailers stand up and listen. We learned that the nation's top grocery chains have found a way to focus on both short-term financial performance and investment in long-term consumer engagement. The latter is considered an insurance policy for the future — a sobering thought in the new year.

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FOR RETAILERS

Smarter operations and sustainable growth, powered by Customer Data Science.

FOR BRANDS

Better understand and activate your Shoppers to grow sales.

Photo by Alex Motoc on Unsplash

Last March, when we realized the potential impact that COVID-19 might have on all aspects of our lives, dunnhumby launched a survey to understand how the virus would affect consumers food shopping habits. It was designed to help our clients better meet the needs of their Customers by seeing the impact of the virus through their customers eyes.

Little did we know at the time that one year later we would still be dealing with the impact Covid-19. This study presents the results of the sixth global wave of the study and the seventh wave for the United States. Other waves were conducted in March, April, May, July, September and November of 2020. This wave was conducted in February 2021.

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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.

black and silver headphones on black and silver microphone
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.