Customer Segmentation - Publications - Faculty & Research - Harvard Business School

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March 2019
Case

HOPI: Turkey's Shopping Companion

By: Sunil Gupta, Donald Ngwe and Gamze Yucaoglu

The case opens in 2017 as Onur Erbay, CEO of HOPI, a multi-vendor loyalty platform, is contemplating a critical decision. The case chronicles the origins of Boyner Group, the parent company of HOPI and a major retailer in Turkey, and development of retail and customer... View Details

Keywords: Loyalty Programs; Multi-vendor Platform; Retail; Big Data; Customer Relationship Management; Mobile and Wireless Technology; Business Model; Analytics and Data Science; Competitive Strategy; Decision Making; Applications and Software; Digital Platforms; Technology Industry; Retail Industry; Turkey

Research Summary

The Function of Outlet Stores

Outlet stores are ubiquitous in the retail environment, and many firms sell goods through outlets as well as their primary stores. Using a highly detailed data set from a major U.S. luxury fashion goods firm, Professor Ngwe is able to look at market segmentation by... View Details

November 1999 (Revised June 2006)
Case

DLJdirect: "Putting Our Reputation Online"

By: Thomas R. Eisenmann and Gillian Morris

Online broker DLJdirect faced two decisions during the fall of 1999: what customer segments should it target and how much should it spend on marketing? Unlike its competitors, who focused either on day traders or more mainstream investors, DLJdirect differentiated its... View Details

Keywords: Marketing Strategy; Marketing Communications; Competitive Strategy; Decision Choices and Conditions; Investment; Cost Management; Business Plan; Research and Development; Customers; Budgets and Budgeting; Online Advertising; Internet; Financial Services Industry

June 2011 (Revised May 2012)
Case

L'Oréal: Global Brand, Local Knowledge

By: Rebecca M. Henderson and Ryan Johnson

Worldwide, and in the U.S. marketplace in particular, the French cachet of L'Oréal was one of its most powerful marketing tools. However, with the opening up of emerging markets, L'Oréal had to cater to a diverse customer base: an aging population in the West, ethnic... View Details

Keywords: Globalization; Brands and Branding; Marketing Communications; Change Management; Sales; Emerging Markets; Segmentation; Innovation and Invention; Beauty and Cosmetics Industry; France; United States

March 2018 (Revised July 2020)
Case

Nectar (A)

By: Jeffrey F. Rayport and Thomas O. Jones

In late 2017, Nectar was a rapidly emerging player in the “bed-in-a-box” online market for direct-to-consumer foam memory mattresses. Barely a year old, it had achieved a revenue run rate of $85M and looked ahead to another year of blistering growth. The founding team... View Details

Keywords: Direct-to-consumer; Growth and Development Strategy; Product; Diversification; Decision Making; Growth Management; Entrepreneurship

July 2023
Case

HealthVerity: Real World Data and Evidence

By: Satish Tadikonda

Andrew Kress (CEO and founder) and his team had built a promising marketplace business at HealthVerity serving its core market in healthcare, with a focus on pharmaceutical R&D and services. Thus far, HealthVerity’s products had been unique to the pharma and pharma... View Details

Keywords: Growth and Development Strategy; Market Entry and Exit; Product Marketing

July 2017
Case

Magpie: Developing and Using Buyer Personas

By: Frank V. Cespedes

The founders of a start-up platform for publishers have developed preliminary personas of target customers and are evaluating the implications for initial target buyers, messaging, and marketing programs. The case is useful for discussing the process of developing... View Details

Keywords: Buying Process; Marketing; Sales; Distribution Channels; Segmentation; Entrepreneurship; Social Media; Consumer Products Industry; Fashion Industry; United States

November 2012 (Revised August 2014)
Case

Cisco in 2012: Reorganizing for Efficiency and Flexibility

By: Ranjay Gulati, Alison Berkley Wagonfeld and Luciana Silvestri

In 2012, Cisco was under intense pressure to show results: growth in its core business was decelerating and a number of exploratory ventures and acquisitions had not proven as profitable as expected. CEO John Chambers vowed to restore the company's health in a way that... View Details

Keywords: Organizational Change and Adaptation; Restructuring; Adaptation; Performance Efficiency; Emerging Markets; Information Technology Industry

Article

Digital Ubiquity: How Connections, Sensors, and Data Are Revolutionizing Business

By: Marco Iansiti and Karim R. Lakhani

When Google bought Nest, a maker of digital thermostats, for $3.2 billion just a few months ago, it was a clear indication that digital transformation and connection are spreading across even the most traditional industrial segments and creating a staggering array of... View Details

Keywords: Digital Innovation; Digitization; Industrial Internet; Technological Innovation; Production; Competitive Strategy; Engineering; Aerospace Industry

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April 2006 (Revised October 2006)
Case

Best Buy Co., Inc.: Customer-Centricity

By: Rajiv Lal, Carin-Isabel Knoop and Irina Tarsis

With FY2005 sales of $27.3 billion, Richfield, Minn.-based Best Buy Co., Inc. was the leading retailer of consumer electronics, home-office products, and related services in North America. Its operations included the distinct store formats Best Buy, Future Shop in... View Details

Keywords: Customer Focus and Relationships; Service Operations; Business Earnings; Financial Crisis; Failure; Business Model; Leadership; Segmentation; Value Creation; Electronics Industry; United States; Canada; Mongolia

May 2024
Background Note

Pricing Strategy and Channels of Distribution: Where Value Delivery and Value Capture Intersect

Channels of distribution are a critical component of a firm’s go-to-market strategy. A company may elect to sell its products directly to customers (DTC) without the assistance of any intermediaries or, alternatively, it may seek several channel partners to help it... View Details

Keywords: Price; Distribution Channels; Business Strategy; Markets

February 2025
Case

Managing Complexity at mymuesli

By: Thomas Graeber and Stacy Straaberg

In April 2009, direct-to-consumer e-commerce muesli brand mymuesli faced a flood of customer questions. The breakfast cereal startup enabled users to order personalized muesli on its website by choosing from 75 organic ingredients for a total of 566 quadrillion... View Details

Keywords: Customer Satisfaction; Decisions; Food; Product Marketing; Product Positioning; Product Launch; Problems and Challenges; Behavior; Competitive Advantage; Customization and Personalization; Segmentation; Internet and the Web; Food and Beverage Industry; Europe; Germany

February 2017
Article

Resident Networks and Corporate Connections: Evidence from World War II Internment Camps

By: Lauren Cohen, Umit Gurun and Christopher J. Malloy

We demonstrate that simply by using the ethnic makeup surrounding a firm’s location, we can predict, on average, which trade links are valuable for firms. Using customs and port authority data on the international shipments of all U.S. publicly traded firms, we show... View Details

Keywords: Information Networks; Trade Links; Firm Behavior; Networks; Geographic Location; Ethnicity; Organizations; Trade

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26 Jul 2010
Research & Ideas

Yes, You Can Raise Prices in a Downturn

As economic turmoil continues, many companies are reconsidering their strategies with an eye toward going lean and slashing prices. And that might work for a few companies—but very few. Instead, companies should compete "on the basis of initiatives for which their... View Details

Keywords: by Sean Silverthorne; Retail; Consumer Products

February 2021 (Revised May 2021)
Case

SafeGraph: Selling Data as a Service

By: Ramana Nanda, Abhishek Nagaraj and Allison Ciechanover

Set in January 2021, the CEO of SafeGraph, a four-year-old startup that sold Data as a Service, looked to the future. His aim was to become the most trusted source for data about a physical place. The company provided points of interest (POI) and foot traffic data on... View Details

Keywords: Data As A Service; Monetization; Pricing; Business Startups; Analytics and Data Science; Consumer Behavior; Analysis; Business Model; Health Pandemics; Information Industry; United States

Article

Divide and Conquer: Competing with Free Technology under Network Effects

By: Deishin Lee and Haim Mendelson

We study how a commercial firm competes with a free open source product. The market consists of two customer segments with different preferences and is characterized by positive network effects. The commercial firm makes product and pricing decisions to maximize its... View Details

Keywords: Profit; Product Launch; Network Effects; Open Source Distribution; Adoption; Competitive Strategy; Competitive Advantage

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Pietro Satriano

Pietro Satriano is a Senior Lecturer at Harvard Business School. He sits on the boards of CarMax, the largest omni-channel used car retailer in the U.S. and Metro, a large regional grocery retailer in Canada. Pietro advises a number of food-tech startups and acts... View Details

29 Oct 2008
Research & Ideas

The Next Marketing Challenge: Selling to ’Simplifiers’

sales depend on two things: the launch of new, higher-priced, higher-featured, often customized products that persuade consumers to trade in their existing appliances before they break down (think cellphones), as well as household... View Details

Keywords: by John Quelch; Retail; Consumer Products; Entertainment & Recreation

October 2005
Case

Kinko's

Over the decades, Kinko's had forged a deep emotional bond with consumers by easing their anxiety and helping them solve pressing document processing problems. By 2003, however, consumer research revealed that a confusing retail experience had eroded some of this good... View Details

Keywords: Marketing Strategy; Customer Satisfaction; Service Industry

February 2019 (Revised July 2019)
Case

Sales Force Management at Nobel Ilac

By: Doug J. Chung and Gamze Yucaoglu

Nobel Ilac was a Turkish generic pharmaceutical company marketing more than 100 drugs in 20 countries and, as of 2017, had over 2,500 employees worldwide. Nobel had implemented a transformation strategy—more specifically, a customer segmentation plan—whereby the sales... View Details

Keywords: Sales Strategy; Compensation; Employee Retention; Recruiting; Pharmaceuticals; Salesforce Management; Strategy; Organizational Design; Human Resources; Compensation and Benefits; Employees; Retention; Recruitment; Pharmaceutical Industry; Turkey

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