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четверг, 12 октября 2023 г.

Digital Business Model – How Digital Transforms Value

 


A digital business model focuses on harnessing digital technologies to create a value proposition.

Digital technologies change how value is created as well as change the outcome of innovation.

As an example, by attaching sensors to a large wind turbine engineers can create a digital twin and then use this to understand faults in the current design. In this case, digital technologies are tools that provide new ways to innovate.

On the other hand, digital innovations can be new product-service systems like a Fitbit watch. Fitbit uses sensors on a physical watch that generate digital data and help people to understand their heart rate, fitness level and track their performance.

Because of low cost, global digital infrastructure and the ease with which technologies can be integrated, creating a new and innovative digital business model is within reach of most entrepreneurs.

Add to this the no-code movement and you have the ability for most business people to at least create a prototype digital business model.

What’s Driving The Change To Digital Business Models

digital business models trends

Compared to physical resources, digital technologies change the way an organization interacts with customers, partners as well as transforming internal processes.

What Is A Digital Business Model?

Digital technologies also present opportunities to identify and realise new and untapped revenue streams, distribution methods and monetization opportunities.


Examples of how digital business models change work, home and consumer behaviour

Products and processes that were once physical are now digital. A newspaper used to be printed overnight and then sent in vans to be sold in newsagents and on streets. Now, the news is digital and fluidly distributed globally in seconds.

Likewise, internal processes in a company were once heavily reliant on paper but now digital enables collaborative and social processes, speeding up decisions and saving time.

But, digitalization is much more than this. Trying to track and analyse things when everything was physical was difficult and sometimes just impossible. Digital technologies are interwoven and code is ubiquitous.

Just about everything can be digitized to generate data. Smartphones, interactions on social media – virtually anything through sensors. As a result, we are now swamped with data.

The growth in IoT devices is massive. By 2025, there 41.6 billion IoT devices will generate over 79.4ZB.

NameUnitSize (in bytes)
bbit1/8 byte
Bbytes1 byte
KBkilobyte1,000
MBmegabyte1,000,000
GBgigabyte1,000,000,000
TBterabyte1,000,000,000,000
PBpetabyte1,000,000,000,000,000
EBexabyte1,000,000,000,000,000,000
ZBzettabyte1,000,000,000,000,000,000,000
YByottabyte1,000,000,000,000,000,000,000,000
The Scale of Digital Data

What types of data can create value?

  • Social data e.g. Tweets, posts on Facebook can be tracked to understand brand sentiment – negative or positive.
  • Customer data can be used to understand shopping behaviours and characteristics that then enable improved targetting and better conversion rates thus lowering cost of acquisition.
  • Sensor data – can help improve logistics, enable better management of infrastructures, help design smarter cities and model new ways of working.
  • Transaction data: this is data as a result of a transaction e.g. you buy a bitcoin, sell a bitcoin or buy something from an eCommerce store like Amazon.
  • Interactive Data: If you think of smart cities then you will interact with lots of different spaces, environments and systems. Understanding where people go, how they move through a city can help optimize the layout and design.

Digital Business Models Examples

Digital Platforms

Platforms like Uber run on large scale infrastructures with a global reach. Moreover, they harness the power of mobile devices and apps to connect customers with drivers.

How Uber has different sided platform models

Open Digital Models

Another familiar open-source business model is WordPress. WordPress is freely available and can be installed by anyone as long as they use it on a hosting service e.g. Bluehost. However, for those that want a more simple solution, they offer a premium ready-hosted solution on WordPress.com that is subscription-based and has other premium features.

ECommerce

Ecommerce stores like Amazon have transformed how we shop. Moreover, the AI and machine learning process Amazon employ help with personalized suggestions. Without digital technologies, the whole supply chain of Amazon would disintegrate.

Amazon business model simplified as a platform perspective

Software as a Service Business Model

Software as a Service (SaaS) companies typically uses subscription models. A good example is Salesforce.com. This digital business model lowers initial barriers to entry and also require less commitment long-term. To improve cash flow and lock-in customers many companies offer discounted rates for annual buy-in e.g. get two months free if you pay for twelve.

Both B2C- and B2B-facing organizations can benefit from subscription economics, assuming revenue and retention outweigh customer acquisition costs (CACs).

On-Demand model

Netflix Business Model Map

The on-demand business model is defined by fulfilling customer demand via the immediate provisioning of goods and services.

On-demand digital business models

Characteristics Of DIGITAL BUSINESS MODELS

If we focus on the different types of digital business models as they are now we can see how they will change. The diagram below shows the current digital business model characteristics.

The Characteristics of Digital Business Models

Digital Business Model Transformation

The core of future business models is the value proposition that solves a customer problem or satisfies a customer need.

Digital business models are both easy and complex to understand. So let’s start with the easy and look at how digital transforms the business model. We can use the business model canvas to do this.

Various trends and drivers determine the transformation of business models.

The complexity, speed and effectiveness of these influences make it increasingly difficult for companies to master the challenges of transformation.

digital business models – Value Propositions

How Digital Technologies Shape Future Digital Business Models

Various megatrends, as well as digital and technological trends, will fundamentally change the value proposition of the future.

Trends and technologies do not exist in isolation. They build on and reinforce one another to create the digital world. Combinatorial innovation explores the way trends combine to build this greater whole. Individual trends and related technologies are combining to begin realizing the overall vision embodied in the intelligent digital mesh.

Some statistics from Gartner that demonstrate the speed and impact of digital business models:

  • By 2022, at least 40% of new application development projects will have artificial intelligence co-developers on the team.
  • By 2024, most cloud service platforms will provide at least some services that execute at the point of need.
  • By 2023, blockchain will be scalable technically and will support trusted private transactions with the necessary data confidentiality.

Technology innovation leaders must adopt a mindset and new practices that accept and embrace perpetual change. That change may be incremental or radical and may be applied to existing or new business models and technologies.

DIGITALLY ENABLED VALUE PROPOSITIONS

Of course, each person is built differently and will need to examine how it creates value using digital business models. These ten building blocks for value proposition design are just some of the ways that digital technologies transform the value chain.

Digital Value Propositions examples

Digital Business Models: Trends Accelerating Innovation

There are four trends that relate to the democratization of technology which will, in turn, ignite new levels of innovation:

  • Democratization of Application Development. AI is now offered as a Platform as a Service (PaaS) providing access to sophisticated AI tools to leverage custom-developed applications. As a result, developers can harness powerful AI-model-building tools, APIs and associated middleware. Additionally, PaaS providers have quickly established valuable training and knowledge sharing communities, including pre-built modules. These processes and resources are accelerating the development of digital business models. New solutions include vision, voice, and general data classification and prediction models of any type. digital business models
  • Democratization of Data and Analytics. The tools used to build AI-powered solutions are expanding. New tools are built for the professional developer community (AI platforms and AI services) and the general data specialist. These tools enable rapid new modelling and testing and speed up innovation cycles.
  • Democratization of Design. In addition, low-code or in some cases no-code, application development platform tools exist to build AI-powered solutions. In turn, these are built on and have new AI-driven capabilities that assist professional developers to automate tasks. This expands on the low-code, no-code phenomenon with automation of additional application development functions to empower the citizen developer.
  • Democratization of Knowledge. Non-IT professionals increasingly have access to powerful tools and expert systems that empower them to exploit and apply specialized skills beyond their own expertise and training. Dealing with the issues around “shadow AI” in this user-led environment will be a challenge.

Blockchain Model

Blockchain has the potential to reshape industries by enabling trust, providing transparency and enabling value exchange across business ecosystems. There is a huge potential to lower costs, reduce transaction settlement times and improve cash flow. digital business models

Moreover, in combination with IOT technologies, assets can be traced and tracked from their origin to the point of production or purchase. Often it is the combination of blockchain and other digital technologies that produces more radical digital business models.

As a result, blockchain significantly improves supply logistics and reduces risks associated with counterfeit goods.

Another area in which blockchain has potential is identity management. Smart contracts can be programmed into the blockchain where events can trigger actions; for example, payment is released when goods are received.

The Blockchain Value Proposition

A key component of digital business models is the realization of value. Blockchain potentially drives value in a number of different ways:

  • Blockchain removes business and technical friction by making the ledger independent of individual applications and participants and replicating the ledger across a distributed network to create an authoritative record of significant events. Everyone with permission access sees the same information, and integration is simplified by having a single shared blockchain model.
  • Blockchain also enables a distributed trust architecture that allows parties that do not know or inherently trust one another to create and exchange value using a diverse range of assets.
  • With the use of smart contracts as part of the blockchain, actions can be codified such that changes in the blockchain trigger other actions.

Development of a digital business model

Despite the proliferation of technology, it is essential to put people at the centre of your technology strategy. Digital business models need to be evaluated but it is in the generation stage that modelling needs to be aligned to potential solutions.

Solutions must be assessed as to how they impact your customers, employees, business partners, society or other key constituencies. digital business models

A people-centric approach should start with understanding these key target constituencies and the journey they undertake to interact with or support your organization.

Digital technologies enable new forms of interaction and therefore creative visioning and thinking is essential. The boundaries, methods and approaches to business are changing and demand new mindsets to innovate.

Some useful tools:

Personas (See the persona canvas)

A persona is a useful tool to describe a target individual or group. The persona highlights the set of motivations, preferences, biases, needs, wants, desires and other characteristics that can be used to evaluate how applications of technology might impact that group. digital business models

Personas have been used for many years and have gained broadest adoption in design and marketing areas, where understanding the motivations of a target audience are particularly important. 

The persona sets the context for evaluating the potential impact on people and the resulting business outcome. Personas can be used to anticipate the valuable business moments that emerge as people traverse technology-enabled smart spaces.

Persona-based analysis is a powerful tool that helps leaders diagnose and take action against digital-business-disruption opportunities. Enterprise architecture and technology innovation leaders can help business and IT leaders to consider the human side of digital business strategy decisions with personas.

Journey Maps (See the Customer Journey Map Canvas)

A second useful tool is “journey maps.” A journey map is a model that shows the stages that target personas go through to accomplish a task or complete a process.

Customer journey maps diagram the stages a customer goes through to buy products, access customer service, or complain about a company on social networks. It can be linked to the jobs to be done framework and as such provides a compelling method to identify customer problems (pains and gains).

An alternative approach is to use a journey map to diagram the stages employees go through in onboarding or in adopting new systems. Journey maps look at how multiple constituencies interact around a provide a powerful way to identify improvements.

For example, a journey map for a customer purchase might consider not only the customer view but also that of a salesperson or a fulfilment group.

Journey maps provide even more concrete context for digital business model innovation. Executives and innovation teams should consider the pain points, inefficiencies, gaps, and opportunities to delight and create new digital business moments for all the relevant constituents.

Digital Business Models

Digital technologies are complex and organizations need to understand the recombination effect as well as the digital ecosystem. Subscribe to find out more about digital business models and how you can take advantage of the democratization of digital.

By 

https://www.garyfox.co/digital-business-model/





пятница, 4 ноября 2022 г.

Cross-Selling Defined With 5 Smart Strategies & Examples To Boost Ecommerce Revenue

 


Five effective ways to both delight customers and increase average order value using smart cross-selling strategies.

When it comes to increasing eCommerce sales, there are many levers you can pull. Some, like promotions and discounting, are effective in the short-run. Whereas others may take more time to implement but are known to bring long-term value and a sizable uplift in revenue.

Flooding your funnel with new customers is one way to go. We’ve explored it in more detail in The New Rules of Customer Acquisition ebook. However, as the old fable goes, it is five times more expensive to acquire new customers than to retain existing ones (yes, it’s still true in 2020!).

Reactivating cart abandoners is another good tactic to increase revenue. According to data from 41 different studies containing statistics on eCommerce shopping cart abandonment, the average documented online shopping cart abandonment rate is 69.57%.

That’s 7 out of 10 potential purchases going to waste. 

However, this time we decided to explore cross-selling, a tried and true strategy to increase average order value (AOV), boost revenue, and even improve customer experience. 

But first, let’s take a look at the terminology.

What does cross selling mean?

Cross-selling is a marketing strategy that persuades prospective customers to purchase ancillary products.

What are ancillary products?

An ancillary product is a complementary add-on product that is acquired when purchasing the original product. Ancillary products are very popular with health care and insurance providers, but they have been largely adopted by online retailers as well.

Now that’s out of the way, let’s get dig into cross selling and how it all works….

How does cross-selling work?

We’re sure that you have seen many cross-selling examples on the web, even if you didn’t recognize them as such. Marketplaces like Amazon utilize cross-selling very effectively by recommending related products based on your search.

To better understand how cross-selling and ancillary products work, let’s take a look at a couple of examples of cross-selling strategies from different industries.

Examples Of Cross-selling Strategies

Examples Of Cross-Selling Strategies

Cross selling happens every day, and you may not even realize you have been enticed by it.

Examples of cross selling include:

  • Fast food restaurants asking: “Do you want fries with that?”
  • eCommerce websites showing “customers also bought”
  • A mobile phone retailer suggesting a customer buys a new case for their new phone
  • An electronics retailer suggesting gadget insurance with a new laptop purchase

Cross selling is everywhere in the world of retail and eCommerce. Let’s look at some examples in more detail.

Going back to mobile phones, an online telecom shop that cell phones and devices can try and cross-sell phone cases, wireless headphones, etc to those looking to buy a new iPhone.


AT&T uses cross-selling on product pages

For an online fashion retailer, this could mean selling compatible products that help complete the look. A premium bags and accessories brand Coccinelle offers to buy metal charms if you’re buying a bag, whereas Adidas shows you the complete outfit.


Cross-selling example from luxury fashion brand Coccinelle


Adidas uses cross-selling to help customers complete the look

Selling beauty products? Cross-selling applies here too. When browsing for lipstick on beauty retailer’s MAKE website, we see recommendations to buy lip primer as well. Buying a razor on Aesop will prompt you to consider a shaving brush and a shaving serum.


MAKE uses cross-selling to offer ancillary makeup products


Cross-selling example from beauty brand Aesop

Cross-selling is irreplaceable for brands that sell high-value but low purchase frequency products. A classic example comes from the mattress company Casper. A business that started purely with high-quality mattresses ranging from $395 to $2,995 has expanded to sell bed frames, pillows, and bedding.

Cross-selling functions within financial services as well. For example, in banking, to cross sell means that when you open up a checking account, they will offer you to open a savings account as well.

Cross-selling vs Upselling: What’s the difference?

Before we jump into exploring the best cross-selling strategies, let’s clarify one thing that often comes up as confusing. How is cross-selling different from upselling?

What is upselling? Upselling is a marketing strategy that persuades prospective customers to purchase higher value products or upgrade a product or a service. In other words, whereas cross-selling is often associated with the McDonalds-popularized quote “Do you want fries with that?” upselling means taking your initial order and flipping it for a combo meal.

Take all the aforementioned cross-selling examples. If we were to upsell, we would:

  • Offer iPhone 11 Pro instead of an iPhone 11.
  • Offer a medium-sized bag instead of its smaller version.
  • Offer to purchase in a bundle instead of individual products.
  • Offer the premium mattress vs the original.

Upselling example from beauty brand Glossier

Why is cross-selling important?

Imagine you run a business whose best selling product costs $10 and brings in $10,000 per month. You’ve been tasked with increasing overall revenue so you focus on an expensive optimization campaign aimed at new customer acquisition.

After a lengthy campaign, you managed to secure a lift of 10% in overall sales, or an extra $1000 per month. Not too shabby.

However, a company with the exact same sales record decides instead to focus on a cross-selling campaign. For every $10 item that was added to a cart, they recommended an ancillary product worth $5. The campaign costs next to nothing to implement and is up and running in a fraction of the time of your optimization campaign.

The effectiveness of cross-selling varies, but if we assume this campaign hits a 35% success rate (the same as Amazon) then monthly revenue goes up by $1,750. That’s an extra $750 every month for a fraction of the work and cost and in a far shorter time span.

Cross-selling really is one of the most effective ways to increase overall revenue. However, don’t assume it’s as easy as simply offering more products to your prospects.

Cross-selling Case Study

If you’re looking for more reasons to embark on a clever cross-selling strategy take a look at this case study from one of our clients. Skyn ICELAND.

After analyzing their customer journey we found opportunities to drive more conversions through cross-selling. We targeted visitors purchasing Hydro Cool Firming Eye Gels, utilized Yieldify’s flexible targeting feature to recommended a complementary product.

This resulted in a +23.1% uplift in conversion rate and boosted order value by 14.94%.

How to create an effective cross-selling strategy?

Your primary concern with a cross-selling campaign should be ensuring that your offer is relevant. You’re aiming to offer more value to the customer, not to cause hesitation and unnecessary friction.

If a prospect adds an exercise DVD to their cart, you’d have little luck offering them smoking paraphernalia or a double chocolate gateau. Those items may well reduce overall conversions.

Finding cross selling opportunities isn’t exactly easy. Thankfully, there are five effective cross-selling strategies that should also help you zero in on the perfect products to offer.

1. Use behavioral segmentation

In a nutshell, behavioral segmentation lets you create customer cohorts and serve personalized offers based on the behavior they exhibit on your website.

What this means for cross-selling is that you can group your website visitors or existing customers based on the pages they browse and the products they view (their behavior), thus better understanding their goals and challenges. You can then serve your product recommendations in real-time making them relevant right there and then.

2. Map out your customer journeys

Even the most relevant offer can flop if served at the wrong time. Mapping out the customer journey helps you identify the best touchpoints for repeat interaction and cross-sell.

Let’s say you’re Nike and you have a customer who’s already bought a pair of cross-training sneakers from you. They’ve also downloaded your Nike Training Club app. A week has passed and they’ve returned to your online shop several times to look at more cross-training products. They’re actively interested, so it’s probably a good time to follow up.


Example of cross-selling from Nike (via Really Good Emails)

Knowing their past purchases and their activity online tells you what ancillary products to offer and when. This greatly increases the chances of your cross selling efforts working and increasing revenue.

3. Offer supplemental – but not essential – products

In certain industries, the usefulness of products can be greatly enhanced with a few small extras. Take the tech sector as an example. The variety of add-ons and enhancements available make it the ideal industry for cross-selling supplementary products.

For instance, a customer purchasing a TV would likely be happy with nothing but the television itself. However, their enjoyment of the product may be enhanced with a wall mount, HDMI cables or a brand new sound system.

Offering add-ons rather than must-haves is also beneficial to the customer experience. Cross-selling will not work effectively if the client is irritated that they won’t be able to fully use the original product without actually purchasing ancillaries.

4. Take the social approach

The social approach differs a little from every other method of cross-selling. It’s used most notably by Amazon with their “frequently bought together” section on every product page. It’s interesting in that it doesn’t rely on predetermined algorithms, product sets, or “expert” recommendations. It uses the browsing and purchasing behavior of the wider customer base to offer dynamic product couplings.

It’s an incredibly effective method as the product combination suggestions are often not connections you’d traditionally make or recommended by industry pros, yet still work incredibly well together.

5. Order thresholds

This is one of the most popular cross-selling techniques and can be seen at every level of product sales. It’s technically not cross-selling as you’re not actively recommending a supplementary product to your prospects. You are, however, incentivizing them to spend more by notifying them of an order discount threshold such as the below.


Whilst not technically a traditional method of cross-selling, it’s incredibly effective in increasing AOV and overall revenue. It formed the lynchpin of a campaign we ran for M&S France which brought a 13:1 ROI and over 3,000 new leads.

By offering this deal you’re creating a win/win scenario for everyone involved. You as the company are increasing your AOV whilst the customer, despite spending a little more money, is getting incredible bang for their buck. Coupling this with the traditional cross-selling technique of suggesting supplementary products can have a profound effect on your overall AOV and revenue.

What does cross selling result in?

If done right a cross selling initiatives can have a lot of positive results. Remember cross selling isn’t just for new or prospective customers, it can work even better on an existing customer.

  1. Increased customer lifetime value – If you’re using your customer purchase data effectively you should be able to suggest genuinely useful complementary products. This leads to an increase in customer satisfaction and ultimately lifetime value.
  2. Increase in customer loyalty – If customers purchase additional products they are becoming more and more invested in your brand, if these products continue to satisfy or exceed their expectations you’ll see an increase in customer loyalty.
  3. Push specific product lines – If there are specific product lines that are not performing as well as you would like, if you can find a suitable match a cross selling promotion could help increase sales.
  4. Increase in revenue – All of the above points will ultimately result in an increase in revenue for companies that effectively use cross selling promotions.

Closing thoughts

Whether you decide to take the traditional approach and recommend specific products for your cross-selling campaign or in fact rely on a bundle or offer to sell more products and increase AOV, you need to remember the golden rule of cross-selling:

It’s all about increasing value for the customer by promoting related products.

Stop thinking about what’s going to bring the biggest lift for you as a business and instead look at what provides the most value. You may end up recommending products that bring a smaller AOV increase, but you’ll create a far better campaign that will stand the test of time and continue to bring a good return for months or years to come.

Cross Selling FAQs

What are some examples of cross-selling?

Examples of cross-selling include: Showing “you might also like” or “complete the look” product recommendations. At very easy example is the cashier at a fast-food restaurant asking “would you like fries with that?”

What is cross selling and up selling?

Cross-selling simply shows customers related or complementary items that they may find useful. Upselling actively encourages customers to purchase or “upgrade” to a higher-end product than the one they are currently viewing.

Why is cross selling important?

Cross-selling is a very important marketing tactic as it can drive considerably incremental revenue by capitalising on customers current purchase intent by showing additional products that the customer will also find useful.

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