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Показаны сообщения с ярлыком Customer Lifetime Value (CLV). Показать все сообщения

понедельник, 9 марта 2026 г.

Why Your Account-Based Strategies May Not Be Focused On the Right Customers

 

Source:  Shutterstock

Key Takeaways

  • A growing number of companies are adopting account-based programs that treat customers differently based on their perceived value to the company.
  • Most companies determine the value of accounts based on current revenue and future growth potential, but most don't track account profitability or use it to judge the value of individual accounts.
  • The lack of accurate account profitability information creates a dangerous blind spot. Without it, account-based programs can result in winning more business from unprofitable customers.

The Rise of "Account-Based Everything"

The widespread adoption of account-based marketing is as one of the landmark developments in B2B marketing of the past two decades. The use of ABM has been growing rapidly since it was introduced by ITSMA in 2003. While the early adopters of ABM were primarily large B2B technology and business services firms, it's now used by a wide variety of B2B companies.

About seven years ago, several marketing industry analysts, consultants, and technology vendors began to argue that companies should adopt an account-based approach in other customer-facing business functions, including sales, sales development, and customer success/customer service.

This broader application of account-centered techniques soon came to be called "account-based everything." ABE (or sometimes ABX) is usually defined as "the coordination of personalized marketing, sales development, sales, and customer success efforts to drive engagement with, and conversion of, a targeted set of accounts." (Gartner)

The most rigorous and thorough discussion of this broader use of account-centric strategies and tactics can be found in Account-Based Growth:  Unlocking Sustainable Value Through Extraordinary Customer Focus by Bev Burgess and Tim Shercliff. In this book, the authors provide a detailed explanation of how B2B companies can use account-based strategies and programs to drive profitable revenue growth.

The premise underlying all account-based methodologies is that all customers are not created equal. In most B2B companies, a small percentage of customers account for a disproportionate share of the company's total revenue and profit.

The essence of the strategy described in Account-Based Growth is to identify those "vital few" customers, and then design and implement coordinated marketing, sales, customer success/customer service, and executive engagement programs that are specifically tailored for those high-value customers.

Burgess and Shercliff include an in-depth discussion of how to identify and prioritize high-value customers, how to develop effective account business plans, how to leverage data and technology to gain deep customer insights, and how to bring about the leadership and cultural changes that are necessary to succeed with an account-based growth strategy.

Perhaps most importantly, Burgess and Shercliff emphasize that many companies will need to "radically" reallocate marketing, sales, and customer success resources to effectively support an account-based growth strategy. When you adopt the kind of strategy described in Account-Based Growth, you are essentially placing a large bet on the growth potential of a relatively small group of customers and prospects.

In the balance of this article, I'll adopt the Burgess/Shercliff terminology and use the term "account-based growth strategy" to refer to a go-to-market approach that involves identifying high-value customers and prospects and using coordinated marketing, sales, and customer success/customer service programs to manage relationships with those high-value customers and prospects.

Customer Profitability Is "Missing in Action"

Companies that implement an account-based growth strategy segment their customers into multiple "tiers" based on the perceived importance and value of each customer. Then, they use different marketing, sales, customer success/customer service, and executive engagement techniques for customers in each tier.

In general, companies will invest more time, energy, and financial resources to develop and execute high-touch and highly customized engagement programs for customers in the "top" tier, compared to those in "lower" tiers. This approach means, of course, that company leaders must determine, early in the implementation process, which customers to place in each tier.

As part of the research for Account-Based Growth, Burgess and Shercliff surveyed 65 B2B companies. Ninety-two percent of the survey respondents reported having some kind of "top account" program.

When Burgess and Shercliff asked survey participants what criteria they use to select accounts for their top account program, 87% of the respondents said the future growth potential of the account, and 76% said the current revenue from the account. These were the two most frequently used criteria by a wide margin.

Customer profitability wasn't among the top five selection criteria identified by the survey respondents. In fact, only 45% of the respondents said their company tracks gross profit at the account level, and only 20% reported tracking net profit by account.

This absence of customer profitability information results in an account selection/prioritization process with a major blind spot. As Burgess and Shercliff put it:  "Without this information, decisions about how much to invest in these top accounts and where to allocate resources are being made in the dark."

To make matters worse, many companies that do track some form of profit at the account level still aren't getting an accurate picture of customer profitability.

When company leaders adopt an account-based growth strategy, they will be investing substantially more in some customers than others. It's simply not possible to make such investment decisions on a sound basis when they don't have an accurate view of customer profitability. They can easily find themselves in the unenviable position of successfully winning business from customers that aren't profitable.

Why Customer Profitability Matters

If all your customers were equally valuable to your business, there would be no reason to implement an account-based growth strategy, and measuring the profitability of individual customers wouldn't be very important. But the reality is, some customers are far more financially valuable to your business than others. There are three main reasons for this "value disparity."

The Pervasive Pareto Principle

The 80:20 rule (also known as the Pareto Principle) states that 80% of effects come from 20% of causes. One business application of the rule states that, in most companies, 80% of total revenue comes from 20% of the company's customers.

In Account-Based Growth, Burgess and Shercliff argued that the 80:20 rule is nearly ubiquitous, and my experience supports their argument. During my career, I've analyzed sales data from dozens of B2B companies operating in a wide range of industries. In the vast majority of these companies, I found that the largest 20% of customers accounted for about 80% of total company revenue.

The 80:20 rule has important implications because it is fractal, or at least "fractal-like." By this, I mean that the 80:20 distribution pattern repeats itself as the breadth of data analyzed narrows, like a set of Russian Matryoshka nesting dolls.

To illustrate, the rule states that 80% of a company's revenue comes from 20% of the company's customers, but it further states that 64% of total company revenue (80% of the 80%) comes from only 4% of customers (20% of the 20%).

The implications of this aspect of the rule are profound. Suppose that your company has $100 million of annual revenue and 1,000 customers. The 80:20 rule indicates that only 40 of your customers are likely producing about $64 million of your annual revenue.

When it comes to company profitability, the 80:20 rule doesn't go far enough because the distribution of profit is even more skewed than the distribution of revenue. Companies that have an accurate picture of customer profitability frequently find that all of their annual profit comes from a small percentage of their customers. (More about this later.)

The bottom line:  In most companies, a small number of customers have an outsized impact on company financial performance.

Customer Profitability Varies Greatly

The second reason for the value disparity is that customer profitability varies greatly. When company leaders measure customer profitability accurately, they frequently find that their company earns a great deal of profit on its most profitable customers and sustains significant losses on its most unprofitable customers.

The following diagram depicts the kind of customer profitability distribution that exists in many B2B companies. In this diagram, the horizontal axis depicts the percentage of total customers, with customers arranged (left to right) by profitability. The vertical axis represents customer profitability. The horizontal line across the middle of the diagram is the profit breakeven point (in other words, $0 profit). The red curved line in the diagram depicts the typical distribution of individual customer profitability.


What this diagram illustrates is that, in many B2B companies, a relatively small percentage of customers produce attractive profit levels, and a small percentage generate significant losses.

The most sobering point is that customer profitability is not always strongly correlated with customer sales volume. In other words, when company leaders measure customer profitability accurately, they often find that they have large customers at both ends of the profitability spectrum. This explains why basing an account-based growth strategy solely on account revenue is a risky proposition.

Customer Profitability Impacts Company Profitability

The third reason for the value disparity is that customer profitability has a major impact on overall company profitability.

The following diagram illustrates how the dynamics of customer profitability affect overall company profit. Once again, the horizontal axis in the diagram shows the percentage of total customers, and again, customers are arranged (left to right) from the most profitable to the least profitable. The vertical axis depicts the percentage of total company profit. The red horizontal line across the diagram is the actual annual profit earned by the company.


When companies start to measure customer profitability accurately, many find that their most profitable 20% to 40% of customers actually produce between 150% and 300% of total reported company profit. Customers in the middle of the profitability spectrum more or less break even, and the least profitable 20% to 40% of customers actually consume between 50% and 200% of profit, leaving the company with its actual reported profit.

So, all of the profit falling above the red horizontal line in the diagram is unrealized profit - profit the company earned and then gave away. For obvious reasons, this diagram is often called "The Whale Curve of Customer Profitability," and it dramatically illustrates why customer profitability is so critical to your company's financial performance.


A Final Word

As I noted earlier, companies that are using (or plan to use) an account-based growth strategy segment their customers into multiple tiers based on each customer's perceived value. Then they develop and use more high-touch and highly customized engagement programs for customers in higher tiers compared to those in lower tiers. One fairly typical approach is to use three tiers, with Tier 1 customers being those with the highest perceived value.

One primary goal of measuring the profitability of individual customers is to provide business leaders with information that will help them make better decisions about where to place each customer in the value hierarchy.

In Account-Based Growth, Burgess and Shercliff recommended that companies prioritize their accounts based on two factors:

  1. The "attractiveness" of each account; and
  2. The competitive strength of their company in/with each account.
The research by Burgess and Shercliff clearly showed that an overwhelming majority of companies use current revenue and growth potential to determine the attractiveness of each of their accounts.
This article demonstrates that business leaders should also consider customer profitability when evaluating account attractiveness.


https://tinyurl.com/3w6n2zbe

понедельник, 20 февраля 2023 г.

Customer Lifetime Value

 


Customer lifetime value (CLV also CLTV) is a metric that shows the total revenue you expect to receive from an individual customer over the life of their relationship with your business. 

There are often other options for naming this metric: lifetime consumer value (LCV), or lifetime value (LTV). The term was first used in the book by R. Shaw and M. Stone Database Marketing in 1988.

This performance indicator should be tracked so that the company can understand where to go next. A growing CLV means that customers are happy and will give you more money during the entire interaction, hence the company is doing well. On the other hand, a lower LTV means that the company gets less money from every customer it attracts, and it needs to fix something quickly.

Customer Lifetime Value is quite difficult to determine precisely since the calculation involves predicting the future, and this is a very difficult area not only in business but also in the lives of ordinary people. There are a large number of formulas for calculating CLV, and you can apply them depending on the specifics of your business and your goals.

CLV is also affected by two indicators: Churn rate and Brand loyalty. Churn rate shows the percentage of customers who abandoned your product or service during a certain period. Brand loyalty describes how committed your customers are to your brand. Building brand loyalty can help retain customers and reduce churn.

Here are some possible options of calculations of Customer Lifetime Value

If margins and retention rates are constant, you can use the following formula to calculate CLV:


The Customer Lifetime Value model has only three parameters: constant margin (the difference between price and net cost over a period), constant retention rates over a period (the company’s ability to maintain a long-term relationship with the customer), and the discount rate. The model assumes that if the client is not held, it is lost forever.


ACL (Average Customer Lifespan) =Sum of Customer Lifespans / Number of Customer

CV (Customer Value) = Average Purchase Value / Average Purchase Frequency Rate

The Average Purchase Value (APV) metric is

APV=Total Revenue/Number of Orders

The Average Purchase Frequency Rate (APFR) metric is:

APFR = Number of Purchases/ Number of Customer

A simpler calculation option for Customer Lifetime Value



ARPU is the average revenue per user. ARPU is considered to be for a specific period of time. You can calculate it using the following formula:

ARPU = Revenue / Number of users

To calculate the Churn Rate, you can use the formula:

Churn Rate = С1/С2 x 100%

С1- customers who rejected your product/service over a certain period of time; С2 – customers who have become users of your product/service over a certain period of time

The higher your customer churn rate, the lower your final Customer Lifetime Value will be.

Despite the large number of formulas for calculating CLV, this indicator is very important for the business. Thanks to it, you will be able to analyze the financial value of your client. This data will help you invest money in the right segment of consumers, as well as optimize your customer retention efforts. All of this will allow you to increase your profit.

To understand the importance of CLV metric I suggest you reading Customers for Life book by Carl Sewell and Paul Brown.

https://cutt.ly/J39uD22

суббота, 2 мая 2015 г.

Customer experience ROI building blocks

Starting Customer Experience

There's a natural flow to generating customer experience ROI. In laws of nature, short-circuiting the flow is self-defeating.
The building-blocks formula for sustained customer experience ROI is C5 + I2 + E2 = CX ROI.
1) Set the stage for CX ROI
C5 =
Customer voice
Customer experience strategy
Customer-centric culture
Customer intelligence
Customer lifetime value
2) Adapt your company to customers
I2 =
Improving customer experience
Innovating customer experience
3) Engage employees and customers
E2 =
Engaging internally
Engaging externally


C5

Customer retention and loyalty are outcomes of a system that has a distinct natural flow.
1st Steps to CX ROI
These 3 building-blocks work hand-in-hand, like a 3-legged stool. With any one of them missing, things will be lop-sided. They're the foundation that keeps your company from limping along in your quest for customer retention and loyalty business results.

Customer intelligence and customer lifetime value help you prioritize your efforts, resources, and roadmap components. Don’t fly in the dark! Connect the dots across information from your customers, and quantify the upside of keeping existing customers as well as the downside of losing them.
2nd Steps to CX ROI

E2
Always think about the entire system. "The system" is the only "silver bullet" for CX ROI. Example:
  1. While you are setting up a shared vision (CX strategy/culture) . . .
  2. You may collect existing customer comments (customer voice) and
  3. Connect the comments to operational data (customer intelligence) and
  4. Prioritize the comments based on customer revenue or cost (CLV) and
  5. Engage some teams in resolving the blaring issues (improvement) and
  6. Inspire some teams in creativity around the blaring opportunities (innovation)
  7. Share selected comments on your intranet site (engaging internally) and
  8. Adapt your customer engagement to be sensitive to the blaring issues/opportunities (engaging externally).
Like any system, removing a component will eventually render it useless. Make sure your customer experience management journey keeps all the system components in top form, and reflects the left-to-right flow of the CX ROI building-blocks model.

 CX ROI Maturity

3 levels of ROI maturity
http://clearactioncx.com/customer-experience-maturity-assessment/

 CX ROI Mini-Assessment

7 keys to breaking through plateaus
http://clearactioncx.com/customer-experience-enablement-mini-assessment/

 Return on CX Investment

"Middleware" is essential to CX ROI
http://clearactioncx.com/return-on-customer-experience-investment/

https://clearactioncx.com/customer-experience-roi-building-blocks/

пятница, 6 марта 2015 г.

Customer Experience Strategy: Do This, Not That

Customer experience strategy is the foundation to achieving business results — not only as ROI for your customer experience efforts, but also for your business as a whole. In this season of planning for the new fiscal year, it will pay to get it right.
In a customer experience (CX) conference, several roundtable options were aimed at about a dozen attendees each, yet 57 people — with standing room only — piled into the CX ROI roundtable. The pressure to demonstrate business results is high, but year after year, studies show that less than half of companies aiming for CX excellence actually have a CX strategy! Top obstacles to customer experience success are typically cited as lack of CX strategy, lack of cooperation among organizations, lack of CX processes, and correspondingly, lack of budget.
Customer experience strategy obstacles
Top obstacles to the success of customer experience goals — ClearAction Business-to-Business Customer Experience Management Best Practices Study, 2010-2013.
The stunning consequence of customer experience strategy sloppiness is described in the Forrester 2013 State of Customer Experience report: "Despite 90% of respondents saying that CX is a top strategic priority for their firm, a shocking 86% said their companies don’t actually expect to get much value from it."
For other endeavors in business, would we settle for such half-heartedness or incompleteness in our annual operating plans? Whenever the answer is yes, certainly we can agree on a low likelihood of success. But don't throw the baby out with the bathwater just yet — you have an opportunity to be wholehearted and complete going forward!
Here are 3 keys to getting it right for 2015: be holistic, bust silos, and integrate.
1) Be holistic: For something as important as THE source of your company's funding — customers — think big and comprehensively. Piecemeal attempts yield piecemeal results.
DO THIS: Deploy an end-to-end system that connects customers' feedback to internal improvements and innovations, and then to customer engagement. Nothing in business is an island — think of customer experience management as a system of interconnected efforts that must be synchronized and fully deployed before lasting results are reaped.
Customer Experience ROI Model
NOT THAT: A program or technology is not a strategy — market research, CRM, references, engagement, and repurchase/renewal efforts are components that must be connected in order to "move the needle" for CX ROI. Our 4-year study indicates that ongoing coordination among managers of all these CX programs is a CX ROI success factor.
Furthermore, don't forget the "middleware" — customer intelligence connects the dots across disparate sources, customer lifetime value (CLV) prioritizes efforts and motivates action, CX improvement must be systemic to prevent recurrence of issues, CX innovation must be anticipatory of customers' expectations and contribute to customers' capabilities, and engaging internally must be in alignment with all of the above. Our 4-year study shows that this middleware is not typically part of what's considered to be a "CX strategy".
Do: Think of it as centering your business on customers and centering your employees on customers. As the source of your company's lifeblood, why would you center it on anything else?
2) Bust silos: Customers think of a company or brand as &#quot;one&#quot;, so it pays to manage customer experience accordingly.
DO THIS: Get your C-team "on the same page" with customer-centered CX terminology, vision, and strategy. Unify your business units and support functions in their views and roles, and understanding of their joint responsibility for the ripple effect on CX goals of their handoffs and decisions and mindsets.
Align data and methods across your whole company, allowing flexibility as needed to address customers' needs, while simplifying and creating consistency that will serve customers', employees', and shareholders' well-being alike.
NOT THAT: Silos built-in to your CX effort waste a lot of opportunity. While pilots of methodologies and technologies are useful, lay the change management groundwork for pilots to be rolled out horizontally and vertically, to minimize silos in the way you manage customer experience.
The same goes for data, systems, and methods — design it right the first time, and iron-out the legacy kinks. For sustained CX ROI, manage business in the ways that customers need us to portray ourselves.
3) Integrate: Since customers are integral to business success, integrate their viewpoints into everything you do.
DO THIS: Weave CX goals into all of your strategies, plans, rituals, processes, policies, and day-to-day work — at every level of management and across all the business lines, accounts, and support functions. Rituals include staff meetings, ops reviews, all-hands meetings, performance reviews, succession, planning and budgeting, and so forth.
NOT THAT: Customer experience is not an interaction, touch-point, usage instance, event, aura, or domain exclusive to front-line employees. Everything across your company can influence the experience your customers have. Like healthy habits for physical bodies, the best results come when health-centered actions and thinking permeate every aspect of your life. If you want long-lasting CX differentiation and ROI, build it into the way you live.
A sensible approach to CX strategy is what's needed for sustained CX ROI. In fact, companies that view customer experience as a determinant of corporate strategy #8212; rather than a subset of corporate strategy, or unrelated to it #8212; appear to have cracked the nut for drawing strong value from CX efforts. Be holistic, bust silos, and integrate customer experience insights in all you do as you plan your company's future.
Notes:
  1. Customer Experience Strategy is one of the six domains in the body of knowledge advocated by the Customer Experience Professionals Association (CXPA).
  2. The concept of “Do This, Not That” is borrowed from the popular book “Eat This, Not That“, where the weaknesses of common practices and myths are brought to light and sensible replacements are recommended.
  3. Other articles in this series:

Contact the author, Lynn Hunsaker, to find out how to customize these practices to your situation.

вторник, 24 февраля 2015 г.

9 способов увеличить потребительскую ценность пользователей при помощи службы поддержки

9 способов увеличить потребительскую ценность пользователей
Потребительская ценность клиента (Customer Lifetime Value, CLV) является наиболее значимой метрикой для SaaS-бизнеса, так как используется для расчета множества критично важных показателей:
  • степени лояльности пользователей;
  • объема инвестиций, требуемых для привлечения и удержания клиентов;
  • потенциальной прибыли с клиентской базы;
  • капитализации компании;
  • финансовой ценности лидогенерации.
CLV также позволяет группировать и дифференцировать сегменты пользователей по поведенческим паттернам с целью стандартизации маркетинговых затрат.
Ниже представлена популярная формула расчета потребительской ценности клиента:
Потребительская ценность клиента = Средний доход от клиента (в рублях) × Коэффициент удержания (%) : (1 + Ставка дисконтирования (%) - Коэффициент удержания (%)).
Рассмотрим пример расчета CLV при среднем доходе от клиента в 20 000 рублей, показателе удержания в 75% и ставке дисконтирования в 10%:
Потребительская ценность клиента = 20 000 рублей × 75% : (1 + 10% - 75%) = 42 857 рублей.
Изучив эту формулу, можно понять, что CLV увеличивается либо за счет повышения прибыли с клиентов, либо коэффициента их удержания. Следовательно, маркетологи облачных сервисов должны не только разрабатывать способы измерения CLV, но и определять стратегические задачи для увеличения этого показателя.
Итак, как же использовать службу поддержки для увеличения потребительской ценности клиентов?
Оптимизация прибыли
Кросс-селлинг и апселлинг
Общаясь с клиентом напрямую, менеджер облачного решения может узнать ценную информацию, позволяющую значимо увеличить продажи. Например, пользователь может поведать о том, что ему не хватает функционала текущего подписного плана — следовательно, представитель бизнеса может предложить ему перейти на более продвинутый тариф, докупить расширение к текущему плану или воспользоваться другим сервисом компании.
Увеличение ценности продукта за счет повышения его качества
Высококлассный клиентский сервис является дифференцирующим оффер элементом, который позволяет повысить цены без потери позиций на рынке. Более того, сервис технической поддержки можно эффективно использовать как канал для донесения полезной информации (например, по решению определенных проблем или эффективному использованию продукта), повышающей ценность торгового предложения.
Рефералы
Используйте прямую коммуникацию с рефералами (партнерами) для генерации лидов — просите клиентов рассказать о вашей платформе тем, кто может быть в ней заинтересован, или предоставить их контактную информацию. Согласно исследованию Уортноской школы бизнеса (The Wharton School of Business), клиенты, привлеченные по рекомендации или участвующие в реферальных программах, на 20% более лояльны к бизнесу и имеют более высокий показатель удержания по сравнению с другими покупателями.
Увеличение конверсии
Исследование Sand Hill (исследовательская организация в области SaaS-бизнеса) показало, что предоставление высококлассного клиентского сервиса увеличивает конвертацию лидов как в пользователей пробного периода, так и в постоянных клиентов.
Оптимизация показателя удержания
Услуги менеджеров по работе с клиентами
Поскольку аккаунт-менеджеры помогают клиентам получать максимальные выгоды от работы с сервисом, их наличие в штате компании увеличивает ценность торгового предложения и его релевантность потребностям целевой аудитории. Более того, менеджеры по работе с клиентами увеличивают показатели приверженности и удержания, так как их услуги высоко ценятся потребителями.
Установление контакта с неактивными пользователями
Сначала узнайте причину, по которой пользователь перестал быть активным, а затем сделайте все возможное, чтобы вернуть его.
Получение обратной связи
Устанавливайте обратную связь с клиентами после каждой продажи и транзакции — размещайте форму обратной связи на веб-ресурсе и в письмах постконверсионной рассылки. Получать feedback от наиболее значимых клиентов/о наиболее значимых транзакциях рекомендуется посредством живой коммуникации.
Не бойтесь показаться назойливыми — все люди хотят чувствовать себя значимыми, посему если вы вызовите у пользователей чувство важности, их восприятие будет исключительно положительным. Помните, что выражая заботу о потребителях, бизнес увеличивает лояльность клиентов и их степень удовлетворенности продуктом.
Сбор рекомендаций и пожеланий
Клиентский сервис также является подходящим каналом для сбора рекомендаций от текущих и потенциальных пользователей. Главное — не забывайте благодарить и связываться со всеми, кто поделился мыслями по поводу улучшения вашего бизнеса. Их лояльность и желание помочь являются бесценными.
Внедрение живого чата в конечный продукт
Окна для связи с представителями поддержки, размещенные непосредственно в интерфейсе облачного решения, являются эффективными инструментами увеличения CLV по двум причинам:
  • Во-первых, упомянутый выше способ связи с техподдержкой снижает загруженность других каналов клиентского сервиса, тем самым увеличивая качество и продуктивность отдела работы с клиентами.
  • Во-вторых, общаясь с пользователями, когда они взаимодействуют с платформой, специалисты поддержки оказывают более эффективную помощь. Следовательно, увеличиваются фактическая ценность оффера и положительное восприятие потребителей.
Высоких вам конверсий!
По материалам semrush.comimage source Tom Barnes