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

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January 2008 (Revised November 2009)
Case

Linear Air: Creating the Air Taxi Industry

Linear Air is an air taxi start-up established to take advantage of the emergence of Very Light Jets, which incorporate new technology that cuts jet operating costs by about 40%. Air taxis could make use of the 5400 smaller regional airports throughout the US,... View Details

Keywords: Business Model; Business Startups; Entrepreneurship; Disruptive Innovation; Product Launch; Industry Structures; Competition; Air Transportation Industry

February 2020
Case

Rotoplas: Bringing More and Better Water

By: John D. Macomber and Carla Larangeira

Private companies were being turned to for potable water in the world’s megacities due to impacts of climate change including droughts and flooding. Mexico City had endured several water-related crises, with its population suffering from floods, droughts, water... View Details

Keywords: Water Supply; Water Management; Finance; Infrastructure; Urban Development; Business and Government Relations; Latin America; Mexico

2024
Working Paper

Incrementality Representation Learning: Synergizing Past Experiments for Intervention Personalization

By: Ta-Wei Huang, Eva Ascarza and Ayelet Israeli

This paper introduces Incrementality Representation Learning (IRL), a novel multitask representation learning framework that predicts heterogeneous causal effects of marketing interventions. By leveraging past experiments, IRL efficiently designs and targets... View Details

Keywords: Heterogeneous Treatment Effect; Multi-task Learning; Representation Learning; Personalization; Promotion; Deep Learning; Field Experiments; Customer Focus and Relationships; Customization and Personalization

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

October 2023 (Revised February 2024)
Case

Bizongo and e-B2B in India

By: Álvaro Rodríguez Arregui and Radhika Kak

Bizongo, an Indian e-B2B platform was co-founded by three college graduates in 2015 with the goal of creating the "Alibaba of India" when the B2B e-commerce landscape was practically non-existent. The founders saw a significant opportunity in connecting mid-sized... View Details

Keywords: Business Startups; Decision Choices and Conditions; Entrepreneurship; Digital Platforms; E-commerce; Business Strategy; India

October 2011 (Revised May 2015)
Case

The American Repertory Theater

By: Rohit Deshpande, Allen S. Grossman and Ryan Johnson

When Diane Paulus, artistic director and CEO of the American Repertory Theater (A.R.T.) first started in 2008, she attracted media coverage around an aesthetic that aimed to give the audience more ownership over the theater experience, excited theatergoers by... View Details

Keywords: Advertising Campaigns; Arts; Business Model; Leading Change; Media; Organizational Change and Adaptation; Nonprofit Organizations; Competitive Strategy; Entertainment and Recreation Industry; North and Central America

January 2012 (Revised August 2020)
Case

The Swatch Group

By: Rohit Deshpandé, Karol Misztal and Daniela Beyersdorfer

In March 2011, Nicolas Hayek, the CEO of the leading Swiss watch manufacturer Swatch Group, reflected on the positioning of Omega, its revived flagship brand. Which marketing strategy would best allow it to confront its main competitor Rolex? And how would potential... View Details

Keywords: Marketing Strategy; Brands and Branding; Segmentation; Product Positioning; Manufacturing Industry; Consumer Products Industry; Apparel and Accessories Industry

March 2025 (Revised April 2025)
Case

Perplexity: Redefining Search

By: Suraj Srinivasan, Michelle Hu, Sriraghav Srinivasan and Radhika Kak

By early 2025, Perplexity had rapidly evolved from a modest startup into a popular "answer engine" valued at $9 billion. The company had boldly positioned itself as the disruptor to Google aiming to redefine search for the AI age. Through novel AI... View Details

Keywords: AI and Machine Learning; Venture Capital; Innovation Leadership; Technological Innovation; Internet and the Web; Business Startups; Competitive Strategy; Business Model; Technology Industry; United States

December 2023 (Revised February 2024)
Case

21Seeds: Taking Shots at Breakout Growth

By: Elie Ofek, Julian De Freitas, Michael Moynihan and Nicole Tempest Keller

21Seeds, a female-founded flavor-infused tequila startup launched in 2019, had made inroads into the alcoholic beverage industry by focusing on an underserved consumer segment in spirits—women, primarily in their 30s and 40s, many of whom were moms—and by following a... View Details

Keywords: Mergers and Acquisitions; Business Startups; Growth and Development Strategy; Brands and Branding; Product Positioning; Distribution Channels; Sales; Food and Beverage Industry

July–August 2017
Article

Why Outlet Stores Exist: Averting Cannibalization in Product Line Extensions

By: Donald Ngwe

Outlet stores are a large and growing component of many firms' retailing strategies, particularly in the fashion industry. Outlet stores offer attractive prices in locations far from central shopping districts. The main perspectives on why outlet stores exist can be... View Details

Keywords: Fashion; Industrial Organization; Outlet Stores; Price Discrimination; Retail; Channel Management; Luxury; Product Marketing; Price; Retail Industry; Fashion Industry

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April 2006 (Revised March 2007)
Case

PayPal Merchant Services

By: Thomas R. Eisenmann and Lauren Barley

In early 2006, PayPal management is deciding how to respond to Google's entry into online payments. PayPal, owned by eBay, has targeted online merchants outside eBay's auction community for its next wave of expansion. Google represents a potential threat to PayPal's... View Details

Keywords: Internet and the Web; Competition; Expansion; Service Operations; Auctions; Web Services Industry; Service Industry

Web

The Five Forces - Institute For Strategy And Competitiveness

competitor to another. They can play rivals against each other—especially if an industry’s products are undifferentiated, it’s inexpensive to switch loyalties, and price trumps quality. There may be multiple buyer segments in a given... View Details

2013
Case

The COFCO Group

By: F. Warren McFarlan, Zheng Xiaoming and Ziqian Zhao

COFCO was China's sole legitimate window for agricultural foreign trade before 1987. The reform of China's foreign trade system beginning in 1987 cost COFCO its monopoly position. Subsequently, the SOE giant capitalized on its foreign trade expertise to strategically... View Details

Keywords: China; Food; China

January 2007
Case

AMD: A Customer-Centric Approach to Innovation

By: Elie Ofek and Lauren Barley

AMD's launch of the Opteron microprocessor in 2003 has allowed the company to make inroads into the lucrative server segment. A long-time follower to Intel, AMD management felt it was in a position to lead the microprocessor industry in new directions. However, in 2006... View Details

Keywords: Customer Focus and Relationships; Price; Leadership; Brands and Branding; Product Launch; Product Development; Competitive Strategy; Customization and Personalization; Semiconductor Industry

21 May 2007
Research & Ideas

Fixing the Marketing-CEO Disconnect

In most companies, no one knows and understands your customers and their changing needs better than the marketing department. Certainly that knowledge should be routinely presented and understood by the chief executive and board of... View Details

Keywords: by Sean Silverthorne

November 2023
Teaching Plan

Geely SEA: New Electric Vehicle Platforms

Teaching Plan for HBS Case No. 622-001. Kent Bovellan, the Chief Engineer and Head of the Vehicle Architecture Center for Geely Holding, the Hangzhou, China headquartered global automotive group, was debating the platform choice for an upcoming "D" segment midsized... View Details

Keywords: Product Innovation; Product Architecture; Product Engineering; Platform Design; Platform Strategy; Product Design; Product Development; Cost Management; Competitive Strategy; Industry Structures; Product Positioning; Auto Industry; China; Sweden

September 2006 (Revised March 2007)
Case

QuickBase

By: Clayton M. Christensen and Mark Szigety

Describes the challenge that engineers and marketing executives at Intuit Corp. faced when finding markets and applications for their QuickBase product. The breakthrough occurred when they abandoned their conventional modes of market segmentation, and instead strove to... View Details

Keywords: Applications and Software; Engineering; Product Marketing; Segmentation; Jobs and Positions; Consumer Behavior; Information Technology Industry

2013
Teaching Note

The COFCO Group (TN)

By: F. Warren McFarlan, Zheng Xiaoming and Ziqian Zhao

COFCO was China's sole legitimate window for agricultural foreign trade before 1987. The reform of China's foreign trade system beginning in 1987 cost COFCO its monopoly position. Subsequently, the SOE giant capitalized on its foreign trade expertise to strategically... View Details

Keywords: China; Food; China

September 2008 (Revised October 2008)
Case

Marc Abrahams: Annals of an Improbable Entrepreneur

By: Boris Groysberg and Michael Slind

Marc Abrahams was a media entrepreneur who specialized in science humor. In 2008, he sought to boost the scale and monetization potential of his business. That business, called Improbable Research, encompassed a magazine (Annals of Improbable Research), a high-profile... View Details

Keywords: Entrepreneurship; Selection and Staffing; Human Capital; Growth and Development Strategy; Brands and Branding; Personal Development and Career

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Research Summary

Simultaneous Distinction, Democratization and Omnivorism Effects: A Longitudinal Analysis of Dynamic Symbolic Boundaries in Counterfeit Consumption Networks

Sociologists have long examined the interactive relationship between social structure, taste and power. This literature has overwhelmingly fallen into three, ostensibly competing, theoretical “camps”: Distinction, where high-status consumers use... View Details

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