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Driving Long-Term Customer Value with MMM

Driving Long-Term Customer Value with MMM

Measurement Measurement 2 min read
Profile picture for user Tom Watson

Written by
Tom Watson
Senior Consultant

Image exploring data visualisations

One of the primary outputs of any Market Mix Modelling (MMM) project is quantifying the incremental drivers of a KPI and how these change over time. This information in itself is incredibly useful and enables us to optimize media and other marketing levers to maximize returns for future activity. However, for particular industries and clients, we can take this a step further and utilize aggregated customer cohort data or loyalty purchase data to identify the best media laydown to acquire customers who are more valuable in the long term—such as revenue from today’s new customers that are most likely to repeat purchase in the future.

Understanding cohort data.

The use of customer cohort level data allows us to examine and predict the value of repeat purchases over time. A cohort level analysis typically seeks to answer a question along the lines of, “If I bring a new customer in with these characteristics, how much value will they bring to my business in terms of continued purchases?” Typical characteristics that may be factored into the analysis could include type of goods or services purchased, payment method, device type and time of year the purchase was made.

One such example can be shown in the chart below, where we see new customers that enter in Month 1 (initial purchase month) and the value that we gain from repeat purchase of that cohort of customers over time.

Image showing repeat purchase revenue over time

This allows us to apply an average multiplier to any future new customer revenue based on the characteristics provided—showing us that for instance, new customers driven at a particular time of year, or through a particular category or payment type, are more valuable than others. One such example is shown below, where regardless of category, driving credit customer revenue is much more valuable than customers paying upfront in full. We can also see that it pays off much more in the long term to drive new customer revenue through category A in Q1 and Q4, whereas we drive more long-term value from new customer revenue through category B in Q2.

Image of long term value multipliers

Leveraging MMM to drive profit.

These insights are interesting themselves, but drive meaningful action when combined with media costs, effectiveness and profit margins to optimize a media laydown. Rather than simply spending on media when our traditional “busy periods” are and adapting to that, we can instead optimize our media laydown to take advantage of customer lifetime value instead. 

This allows us to not only run scenarios that seek to drive profit but also scenarios to maximize long-term customer value in the most cost effective way.

For more information on how we can help with your Marketing Effectiveness measurement or Market Mix Modelling, visit our Measurement page or contact us. 

 

Market Mix Modelling allows us to apply customer cohort data or loyalty purchase data to acquire customers who are more valuable in the long term. MMM customer loyalty marketing optimization Measurement

Fostering the Future of Customer Loyalty

Fostering the Future of Customer Loyalty

AI & Emerging Technology Consulting AI & Emerging Technology Consulting, CRM, Customer loyalty, Experience, Web3 5 min read
Profile picture for user Michael.Litman

Written by
Michael Litman
Senior Director, Emerging Technology

A person shopping on their cellphone

What does it take to stay ahead of the curve in this digital industry? If you ask me, it’s crucial to first fully submerge in the culture and understand the ever-evolving online communities, before moving on to commerce. Ultimately, everything we do is about connecting consumers with commerce.



 

In this spirit, I've been down a two-year-long rabbit hole in the Web3 space, investigating various digital innovations and closely observing all the steps key trailblazers are taking. While our detailed “Future of Loyalty” report with Reddit, Salesforce and Polygon Labs lays out all the facts and figures, this article represents the condensed culmination of my exploration. To start with the conclusion for a change, I believe digital collectibles as a product and Web3 as a space are highly beneficial for brands to incorporate in their loyalty programs, as they help foster the future of customer loyalty.

Benefits that go both ways. 

Now, let’s take a few steps back. Loyalty programs, which are typically presented to people during the point of purchase, are designed to incentivize customers to shop both more items and more frequently, engage with the brand more often, and share it with more people they know—in a way, it’s all about incentivizing more, more, more. To actually realize these actions, loyalty programs offer rewards that unlock various branded benefits, from discounts to exclusive product deals. From a brand’s perspective, the purpose is to find out more about its customers, while offering a value exchange. 

Brands can use various metrics to measure the effectiveness of their loyalty programs, including customer lifetime value (CLV), average order volume (AOV) and conversion rate (CR). A successful program is able to maintain or increase one or all of these metrics. For example, this means that customers continue to shop from the brand and for longer periods of time. While customers search and purchase products, the brand is able to gather a ton of data on them. More information means more personalization, which, in turn, means more rewards for consumers. In short, the objective is to incentivize actions, interactions and return visits.   

The vast majority of high-performing loyalty programs are digital, accessible through a brand’s app or website. However, that may be about to move into a new direction, as we’re now ushering into the next era of the internet—Web3—and it’s all about culture and community-building.

NFTs: your ticket into a brand’s action.  

More than just a new tech infrastructure, Web3 represents a foundational shift in the ways people organize and engage with one another. Through the arrival of Web3, we’re entering an ownership era where everyone has a chance to own a piece of the action. This ownership partly lies in NFTs or digital collectibles, which can be many things—an artwork that evolves over time as users get involved, a digital object, and more. So, how exactly do NFTs fit into the next generation of loyalty ecosystems? 

While NFTs can take on any digital form, they all act as memberships. Think of them as traditional membership passes that are built on the blockchain, offer exclusive benefits, and serve as access passes into a brand’s Web3 loyalty program. NFTs are the new means of digital value exchange that help consumers unlock ownership over brand experiences. They are the future of loyalty and community in an increasingly tokenized world, where you become a small investor in a brand and its future success once you get your hands on its NFT. By joining a brand’s community and interacting with it, consumers tend to feel proud about the NFT’s value and their personal association with the brand. This, in turn, creates a new form of engagement and commitment.

Supercharging memberships to cement customer loyalty. 

From Gucci to Starbucks, both luxury and everyday brands are looking for ways to launch into the world of Web3 and reach new communities, and the most common route is through NFTs. In partnership with SuperRare and NiftyKit, Vault—Gucci's experimental online platform—launched the Vault Art Space. It’s a place where fans of the brand, art lovers and crypto-natives can bid on, mint and collect exclusive, curated digital artworks. This future-forward move made Gucci the first legacy brand in the world to own and manage its very own digital art marketplace, demonstrating its literacy and legitimacy by using the right body language in the Web3 space as well as its ability to move beyond the hype.

  • A gucci nft with flowers An illustrated nft with colorful flowers

As for Starbucks, the popular American coffee company has just brought a blockchain-based loyalty platform to market titled “the Starbucks Odyssey Beta experience.” This will offer its members the ability to buy and earn digital collectable stamps in the form of NFTs, which create access to new immersive coffee experiences. By integrating NFTs into its industry-leading loyalty program at scale, Starbucks is building an accessible Web3 community. The coffee company’s loyalty program is already a success story, with more than half of all sales coming from its reward members. Besides, it’s a great way for the brand to gather first-party data. Starbucks getting into Web3 is a big deal for the industry, for innovation and for brand spectators—if done right, this loyalty integration will increase its conversion rates and help the brand collect even more user data. 

This goes to show that brands from across the board are building new supercharged memberships as part of loyalty programs. Our recent “Web3 and the Future of Luxury” report, which my fellow Monks wrote and released together with Salesforce, states that “Memberships open people up to a community of others—something that’s missing from traditional loyalty programs, which provide only a relationship between an individual and the brand. And while loyalty programs are designed to reward consumers through continual consumption, memberships give them the opportunity to shape the brand and generate value.” The power of Web3 is that it builds on people’s desire to be part of a tribe by giving them a more significant role after they’ve bought into a brand, thereby cementing their loyalty. 

It’s time to launch your loyalty program into the next era of the internet. 

Though many people only know of NFTs as digital artworks, the Web3 space encompasses so much more than just aesthetics. First up, there’s identity, as you would only purchase a product to enter a space that aligns with your personal interests and values. Next up, it’s about community and connecting with a group of people that have similar passions and interests. The Web3 space is also about cooperation and teaming up with your peers. Finally, there’s also some good ol’ luck involved, as some NFTs are only available to those that had also bought into the brand’s previous NFT projects. Sometimes it’s really just a matter of being in the right place at the right time. Then again, this exclusivity is tempting. Overall, these are the guiding principles from a consumer perspective, and highlight what loyalty programs should be able to provide when customers engage with a brand’s NFTs.  

Circling back to my conclusion, I believe NFTs and Web3 are beneficial for brands to incorporate in their loyalty programs. Enhanced customer lifetime value, average order volume and conversion rates are all huge benefits that NFTs and Web3 can bring to a loyalty program. First, they allow customers to get exclusive perks for an upfront cost and continuously uncover deeper layers of the loyalty ecosystem, keeping them engaged with the brand at an ownership level. Second, NFTs offer exclusive access to unique items and benefit those who buy multiple items, which increases what people are willing to pay for an item and how much they will purchase. Third, they enhance conversion rates, as exclusive items and token-gated experiences sell out more often than not when done well. 

These are just three of the primary perks that loyalty programs supported by the next era of the internet can bring. Depending on your business and other KPIs, there may be many other benefits. This goes to show that NFTs and Web3 help foster the future of customer loyalty, as many people are eager to get into projects they believe are cool, innovative, interesting, relevant and set to deliver long-term value. How to get there? Just follow our three-step process: culture, community, and then commerce.

Learn how NFTs or digital collectibles as a product and Web3 as a space are beneficial for brands to incorporate in their loyalty programs. NFT Web3 customer loyalty brand loyalty Experience AI & Emerging Technology Consulting CRM Web3 Customer loyalty

The Recipe for Higher-Quality Engagement in an Era of Digital Diets

The Recipe for Higher-Quality Engagement in an Era of Digital Diets

3 min read
Profile picture for user mediamonks

Written by
Monks

The Recipe for Higher-Quality Engagement in an Era of Digital Diets

Calling it a “digital diet,” mobile users are making a point to reduce and limit screen time; even Apple and Google are jumping on the bandwagon by integrating features into iOS and Android, that alert users to the amount of time they devote to their apps. While this might seem like bad news in the attention economy, don’t run for the hills just yet.  “With growing user awareness of smartphone addiction and new tools to monitor and limit use,” MediaMonks Co-founder & COO Wesley ter Haar assures developers, “brands will need to switch focus from extending to enriching user engagement.”

In simple terms, don’t try to capture your users’ attention for as long as possible in a single setting. Instead, leverage good design to create a first-class customer experience that will encourage them to keep coming back. “Great UX and design can turn otherwise unremarkable interactions into brand experiences that directly affect customer satisfaction and loyalty,” says ter Haar. One such “unremarkable interaction” is calling for a cab, which Uber has turned into a luxe and frictionless experience that users, it seems, can’t see themselves living without.

Monk Thoughts Having the ‘brand at hand’ enables more meaningful data collection for brands and more relevant content to their users.
black and white photo of Wesley ter Haar

Brands hoping to reach that level of customer loyalty and enthusiasm will want to pay special care to how they design digital experiences—which can have a significant impact on the bottom line, too. At a MediaMonks event in Mexico City in February, ter Haar shared industry findings on the business value of good customer experience design: “Companies that use design more effectively enjoy higher revenue growth than those in the same industry that don’t.”

Mobile is the New Wallet

What better place to look for ways to heighten user loyalty through design is there than loyalty apps? Loyalty programs have long prompted customers to make repeat visits or purchases at a store, and today their presence on mobile has made them more akin to marketing platforms. “Mobile is the new wallet,” says ter Haar, “and having the ‘brand at hand’ enables more meaningful data collection for brands and more relevant content to their users.”

clubpriemier_headerimage_1920x480

Your mobile app should go beyond simply targeting users with sales and promotions (though those certainly help in providing value to them). A truly engaging customer experience is built around small moments that take advantage of the brand’s presence in users’ pockets, enhancing their day-to-day needs and activities.

One great example of this is the Club Premier app, which lets users handle everyday tasks like checking their balance or use the points they’ve saved. But it goes beyond that: through a dynamic design and engaging UX, the app surfaces up personalized content through its Experience Companion feature, which informs users on how they can make the most out of their Club Premier membership. Built around customers’ unique needs and providing convenience when and where it matters most, the app enhances the way customers engage.

See how Club Premier’s app fit within a larger digital transformation strategy.

Catering to Mobile Moments

Delivering a better customer experience through your mobile app begins in identifying its place within a larger ecosystem of interactions with your brand. One area to focus on is optimizing these experiences: a fashion brand might make it easier for users to reserve and purchase items that are high in demand as soon as they release, for example, like the Adidas Confirmed app that we redesigned for a more stable and smooth user experience.

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But designing around mobile moments should do more than optimize. Here, it’s the little details that matter, which can be as simple as acknowledging a user on their birthday. One app that shows how a touch of whimsy can build a better experience is ING’s Kudos app. Designed to provide a way for ING employees to compliment and recognize one another’s contributions, the app uses bright colors and badges to gamify workflows and make complimenting more fun. And if you don’t believe us, look at the numbers: over 50% of internal employees shared kudos on the app in the first three months, which is quite good for an internal business tool.

Because gamification features like badges in Kudos encourage a sense of progress, they make as a nice example for how developers can encourage repeat check-ins and actions from users in their mobile design. In addition, they show how apps designed expressly for customer loyalty can extend beyond the obvious offerings of discounts. Insights gained from such apps—like location, time in-store, browsing or purchasing history and more—may then power more personalized content, allowing for a more engaging customer experience. This way, brands can focus less on delivering more quality in the time users spend within an app than focus on the amount of time. This way, the focus isn’t on the amount of time users spend in an app, but the quality of time spent with the brand—the perfect recipe for satiating the digital diet trend.

With consumers and developers supporting the “digital diet” trend, brands will have to cultivate a higher quality of attention from the user. The Recipe for Higher-Quality Engagement in an Era of Digital Diets The “digital diet” trend signals a need for a higher quality—not quantity—of attention in mobile user experiences.
mobile app development mobile app attention economy digital diet customer loyalty customer experience user experience UX

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The website has been translated to English with the help of Humans and AI

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