Managing customer profitability in a competitive market by continuous data mining

In a near perfect market, competitive marketing strategies are often adapted dynamically and rapidly. The changes in customer behavior are resultant in unpredictable customer profitability and cause inefficient and ineffective marketing planning. In this study, by using data mining techniques, we develop a Customer Profitability Management (CPM) system to achieve marketing goals by leading customers to migrate along pre-determined and desirable tracks. The proposed system emphasizes a continuous interplay between the active and reactive monitoring procedures to identify customer shifts. It has been shown to be an effective approach to help a firm calibrate its marketing tactics with respect to different types of customers in different situations. The proposed mechanism has been applied to a telecom company with promising results.     

Initial relationship development in new business ventures

This paper seeks to investigate some of the issues faced by an existing company when developing the initial customer relationships for a new venture. All companies face the challenge of new-relationship development in order to achieve growth and to replace relationships which have been lost or are in decline. But the challenge of developing the first customer relationships of a new venture is likely to be particularly acute because the new venture's marketing function and its offering to customers are likely to be undefined and undeveloped. This paper is based on a case study of initial customer relationship development in a new venture of an established business. The paper analyses the issues that the company faced in developing these initial relationships and the approaches to relationship development that it took. The case analysis leads to the conclusion that the development of initial relationships can be facilitated by an ‘open marketing function’ involving a number of functional areas both in the supplier and in the initial customers. The paper draws managerial implications from the case analysis for the task of marketing in this situation.     

浅谈如何在关系营销中建立和完善客户关系管理体系

随着燃气这个清洁能源的普遍应用,燃气企业的知名度也在飞速提升。然而,当前我们面临的首要任务之一,就是在以信息化建设为依托、以燃气为中介,从关系营销中,如何建立出满足当今市场竞争的用户关系,如何改善用户服务体系,从而增强用户的满意度,占有更多的市场份额。关系营销,是一种符合现代企业发展的经营理念,我们要在获得新用户、新消费者的同时,还要加大管理力度对已有的用户信息进行维护和更新。迅速有效地实现"5化"精细管理:营销管理集中化、组织扁平化、服务便捷化、资源最优化、信息共享化。从公司营销的市场应变能力、用户服务能力、管理控制能力和营销运作能力入手,整体促进公司的全面可持续发展。     

Marketing metrics' usage: Its predictors and implications for customer relationship management

This research aims to determine the conditions that foster use of marketing metrics in customer relationship management (CRM) and identify the organizational factors that strengthen/weaken the impact of usage of marketing metrics on CRM performance. Based on the customer value-based theory of the firm and the contingency perspective, a research framework was developed to shed light on the predictor roles of customer value-based organizational culture and processes in determining usage of marketing metrics, and foster an understanding of the moderating roles of marketing-supply chain conflict, and innovative value proposition on the marketing metric-performance relationships. Empirical evidence from a sample of 209 business firms confirmed the main effect that customer value-based organizational culture and processes support a firm's use of marketing metrics that in turn enhance its CRM performance. Notable moderating effects were also identified. Although marketing-supply chain conflict weakens the impact of marketing metrics usage in achieving superior CRM performance, innovative value proposition strengthens the conversion of marketing-metric-related knowledge into superior CRM performance.     

The development and diffusion of customer relationship management (CRM) intelligence in business-to-business environments

CRM data is among the most important and comprehensive information available to management in many organizations. This is particularly the case in business-to-business marketing, where the firm's extended working relationship with its customers is frequently crucial for the maintenance of a healthy business. However, in many instances management has treated CRM data as highly specific to its client relationships and has therefore neglected to analyze this information across market segments, customer categories, and customer–firm relationship forms in order to draw meaningful conclusions for driving business decisions.     

Strategic relationships between boundary-spanning functions: Aligning customer relationship management with supplier relationship management

This review focuses on the potential impact of enhanced strategic relationships between the boundary-spanning functions in supplier organizations. Specifically, the concern is with alignment between the organizational groups managing: marketing, sales and strategic account management; purchasing and supply strategy; and, collaborations and external partnerships. The topic is framed by the organizational evolution being driven by market change, and the search for superior innovation capabilities and business agility. These changes bring new challenges in cross-boundary integration and managing complex market networks. The logic is that strategic external relationships (with customers, supplier and partners) should be mirrored in strategic internal relationships (between the functions with lead responsibilities for managing relationships with customers, supplier and partners). Approaches to enhancing this capability include process management, internal partnering strategies and internal marketing activities. The discussion identifies a number of implications for practice and new research directions.     

Customer information resources advantage,marketing strategy and business performance: A market resources based view

Chief among a firm's market-based resources are its relational resources such as brand equity, customer equity and channel equity that result from its interactions with customers and marketing intermediaries, and intellectual resources – accumulated knowledge about entities in the market environment such as consumers, end use and intermediate customers and competitors. In the evolving digital data rich market environment, customer-based resources, a subset of a firm's market-based resources, are becoming increasingly important as potential sources of competitive advantage. Customer information assets refer to information of economic value about customers owned by a firm. Information analysis capabilities are complex bundles of skills and knowledge embedded in a firm's organizational processes employed to generate customer knowledge from customer information assets. Customer insights or knowledge is a firm's extent of understanding of customers that informs its business decisions. Building on the resource-based, capabilities-based and knowledge-based views of the firm, resource advantage theory of competition, and the outside-in and inside-out approaches to strategy, this article presents a market resources-based view of strategy, competitive advantage and performance. The article presents a framework delineating the relationship between a firm's customer information based resources, marketing strategy and performance, and discusses implications for theory, research and practice.     

Linking account portfolio management to customer information: Using customer satisfaction metrics for portfolio analysis

When appropriate variables are used, account portfolio analyses engender a convenient framework for the relationship composition of companies and allow management to reconsider which customers and relationship dimensions need attention. Based on an industrial company's key account relationships, the portfolio approach considered in this study employs Customer Satisfaction (CS) metrics as a portfolio dimension and suggests a new and more customer oriented approach to account portfolio analysis. Proposed portfolio matrices provide insights into the strength and stability of customer relationships. Furthermore, the matrices force managers to adopt a future perspective on customer relationships by evaluating the business potential of customers along with CS information and allow prioritization with respect to resource allocation. The study attempts to put forward customer heterogeneity in industrial markets and offers a managerial guideline embracing customer specific marketing actions. In addition, the paper proposes a new use for CS information in strategic decision making.     

Harnessing marketing automation for B2B content marketing

The growing importance of the Internet to B2B customer purchasing decisions has motivated B2B sellers to create digital content that leads potential buyers to interact with their company. This trend has engendered a new paradigm referred to as ‘content marketing.’ This study investigates the organizational processes for developing valuable and timely content to meet customer needs and for integrating content marketing with B2B selling processes. The results of this single case study demonstrate the use of marketing automation to generate high-quality sales leads through behavioral targeting and content personalization. The study advances understanding of the organizational processes that support content marketing and shows how content marketing can be combined with B2B selling processes via marketing automation in ways that achieve business benefits.     

The Interplay of Customer and Product Innovation Dynamics: An Exploratory Study

The challenges of successfully developing radical or really new products have received considerable attention from a variety of marketing, strategic, and organizational perspectives. Previous research has stressed the importance of a market‐driven customer orientation, the resolution of market and technological uncertainty, and organizational processes such as cross‐functional teams and organizational learning. However, several fundamental issues have not been addressed. From a customer's perspective, a more innovative product tends to have uncertain benefits and requires customers to learn new behaviors. Customer preferences can, therefore, change as product experience and learning increase. From a firm's perspective, it is unclear how to be customer‐oriented under such dynamic preferences, and product strategies using evolving technologies will tend to interact with how customers learn about an innovation. This research focuses on identifying unresolved issues about these customer and product innovation dynamics. A conceptual framework and series of propositions are presented that relate both changing technology and customer learning to a firm's strategic decisions in developing and launching really new products. The framework is based on in‐depth interviews with high‐tech product managers across several sectors, focusing on the business‐to‐business context. The propositions resulting from the framework highlight the need to consider relevant customer dynamics as integral to a firm's product innovation process. Successful innovation strategies and future research challenges are discussed, and applications to better understanding customer needs and theories of disruptive innovation are examined. Several key insights for innovation success hinge on a broad, downstream orientation to customer needs and product innovation dynamics. To be effective innovators, firms must know their customers' customers and competitors as well as or better than their immediate customers do. Market research must extend downstream for a comprehensive understanding of customer needs dynamics. In the context of disruptive innovation, new dimensions of customer needs may become more valuable based on perceived downstream customer trends. Firms may also innovate on secondary needs because mainstream customers do not always give firms the design freedom to radically innovate on primary features. Understanding customer commitments and how they develop under evolving needs can help firms focus resources on innovative efforts more likely to be accepted by customers.     

Customer interactivity and new product performance: Moderating effects of product newness and product embeddedness

Understanding customer needs which drive significant product innovation is particularly challenging for new product development (NPD) organizations. Research has addressed how organizations benefit from interacting with customers, but more conceptualization is needed into the dimensions of the customer interaction process. In a business-to-business (B2B) setting, customer interactivity is conceptualized as a multi-dimensional construct consisting of bidirectional communications, participation, and joint problem solving during NPD projects. Drawing upon organizational information processing theory, customer interactivity is hypothesized to be positively related to customer information quality when developing highly innovative products, but not when developing modifications or extensions of existing products. Another condition affecting this relationship studied is the embeddedness of the new product in the customer's business environment. Customer interactivity is hypothesized to be positively related to information quality for highly embedded product, but not for low embedded product. Results from a sample of NPD organizations in several B2B industries support these hypotheses. The study contributes to the marketing literature and practice by identifying important dimensions of the customer interaction process which lead to more proactive organizations, and identifying two moderating conditions of the customer interactivity and NPD performance relationship.     

Measuring and managing customer relationship risk in business markets

There have been repeated calls from top management and marketing academics for greater accountability in marketing so that the financial returns of marketing investments can be more robustly evaluated. These are coalescing around the issue of whether or not marketing delivers shareholder value. One promising line of enquiry explores customer lifetime value and the profitable management of these relationships. Although helpful, this approach fails to make the final link with shareholder value since customer lifetime value is still essentially a profit or cash flow measure and does not fully account for customer risk. This paper describes empirical research which explores differing approaches to measuring customer risk and the creation of shareholder value through customer relationship management (CRM). We develop a customer relationship scorecard which proves an innovative tool for managers to use in determining the risks in their customer relationships and developing risk mitigation strategies. The scorecard is then used to forecast retention probabilities, from which a risk-adjusted customer lifetime value is calculated. Both the scorecard and the calculations have an impact on the CRM practices of the customer relationship managers. From a theoretical perspective, an enhanced consideration of customer risk and returns is an important additional step towards demonstrating that marketing creates shareholder value.     

Practices and functions of customer reference marketing — Leveraging customer references as marketing assets

This multiple-case study focuses on the practices and functions of customer reference marketing and on the ways through which customer references can be deployed as marketing assets. Analysis of 38 interviews with managers in four case companies suggests that customer references can be leveraged externally as marketing assets to (1) gain status-transfer effects from reputable customers, (2) signal passing a selection process, (3) concretize and demonstrate complex solutions, and (4) provide indirect evidence of experience, previous performance, technological functionality, and delivered customer value. Customer references can also be leveraged internally to (1) facilitate organizational learning, (2) advance offering development, (3) motivate personnel, and (4) develop understanding of customer needs, internal competencies, and delivered customer value. By identifying the practices and functions related to customer reference marketing, the paper deepens understanding of this highly relevant but relatively under-researched phenomenon and contributes to the literature on customer-based marketing assets.     

Creating customer knowledge competence: managing customer relationship management programs strategically

While increasingly demanding customers have prompted many firms to implement customer relationship management (CRM) programs, little is known about the internal processes that assist organization-wide learning about individual customer relationships. This research proposes a conceptual framework about the internal processes involved in creating customer knowledge competence, which allow firms to strategically manage their CRM programs. The framework is discussed based on five case studies of Canadian financial services firms that have implemented customer relationship programs.     

Marketing competencies and the sources of customer value in business markets

This introduction to the special issue discusses the notion of marketing competencies in buyer-supplier relationships, and the role these competencies play in creating value for the customer. Existing work on the role of competencies in industrial marketing has two main foci. The first, established approach deals with competencies as inputs to organizational processes, and seeks to establish in how far marketing competencies such as customer relationship management, channel design, etc. lead to superior financial returns. The second, emerging, approach focuses on the marketing of competencies as a source for customer value. This article uses supply and demand side perspectives to look at these two approaches and suggests a typolology involving four distinct value-creation strategies. Recent literature is discussed and implications for advancing the application of resource-based thinking to industrial marketing are provided.     

A knowledge-enabled procedure for customer relationship management

The value of knowledge management and customer relationship management is well recognized by many leading companies. This study presents a proposed model of Knowledge-enabled Customer Relationship Management and demonstrates the way in which the presented model can facilitate the identification of important factors that have key impacts on business performance in particular settings. The results show that employees in the steel industry indicate that to provide product and service information for customers and to share internally the best practice information can have benefits for hard measures such as market share, repeat purchases, and customer retention and for soft measures such as customer satisfaction, market leadership and customer loyalty. Employees in the textile industry report that to provide customer complaint information of customers and to share internally the best practice information can have benefits for hard measures such as customer retention, cost savings, and market share and for soft measures such as customer satisfaction, market leadership, customer loyalty, and customer and employee productivity.     

Managing customer relationships: Account manager turnover and effective account management

Managing relationships with customers and clients is a critical task for industrial sales organizations. This paper reports on research that focuses on improving client relationships through effective handling of account manager turnover and improved account management. Even in situations where account manager turnover is high, the relationship between the company and the SME client does not suffer if the account management turnover process is well managed. When account manager turnover is not well managed, customer satisfaction suffers. The research also identifies eleven specific management activities that are highly related to supplier satisfaction with both the account manager and the supplier financial institution.     

Customer solutions in the capital goods industry: Examining the impact of the buying center

Based on in-depth interviews with customers, this study explores the customers' view of relevant solution criteria in the capital goods industry. Our research examines (1) whether the initial four-process conceptualization of customer solutions also holds for this industry, or whether it has to be extended and (2) which criteria of the customer solution matter the most for each member of the buying center. This study reveals that customers purchasing solutions in the capital goods industry expect the provider to be excellent in terms of six customer/supplier relational processes, namely (1) customer requirements definition, (2) customization and integration of goods and/or services, (3) their deployment, (4) post-deployment support, (5) signaling activities, and (6) inter-process management. Moreover, we found that the relevance of these processes differs across the most important members of the buying center (users, buyers, and deciders) due to their specific organizational function.     

营销是门技术活

在海量的信息数据中,如何才能找到最终的消费者?在庞杂的信息噪音中,如何才能让品牌和消费者对话?营销需要故事,需要品牌,需要广告,需要消费者忠诚度,需要很多很多。如今,营销更需要技术的支撑。广告要精准,要有效果。于是,推荐引擎、搜索引擎优化、点击效果付费、消费者跟踪、客户行为分析等等基于数据的分析工具成了     

Organizational resources enabling service responsiveness: Evidence from Greece

This article examines the implementation of relationship marketing strategy based on a sample of business-to-business firms operating in Greece. Organizational resources, including a focus on learning and flexibility/adaptation in strategic planning, are demonstrated to be antecedents of effective relationship marketing strategies. The possession of these resources lead to superior customer performance (as measured by customer satisfaction and loyalty) and, ultimately, superior financial performance (as measured by profit levels, profit margin, and ROI). Our results provide support for the development of organizational resources that foster and enable relationship marketing in business-to-business environments since such resources are linked with improved firm performance.