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  • November 2022
  • Background Note

The Future of E-Commerce: Lessons from the Livestream Wars in China

By: Ayelet Israeli, Jeremy Yang and Billy Chan
This note explores the emerging multi-billion dollar commerce trend of livestream commerce. Livestream commerce is the sale of goods or services directly to consumers via live shows on digital platforms (such as social media or e-commerce platforms). It is a form of... View Details
Keywords: Retail; Retailing; E-commerce; E-Commerce Strategy; Ecommerce; Channels Of Distribution; Marketing Communication; Livestream Commerce; Marketing; Marketing Channels; Marketing Strategy; Advertising; Brands and Branding; Media; Consumer Behavior; Social Media; Retail Industry; Consumer Products Industry; Advertising Industry; China; United States; United Kingdom
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  • January 2019 (Revised October 2019)
  • Case

Rural Taobao: Alibaba's Expansion into Rural E-Commerce

By: Tarun Khanna, Ryan Allen, Adam Frost and Wesley Koo
Alibaba's Rural Taobao initiative had been launched in 2014 as a public service initiative to increase e-commerce adoption in China’s remote rural areas. In the first two iterations of the initiative, dubbed “1.0” and “2.0,” Alibaba had partnered with local businesses... View Details
Keywords: Strategy; Business Growth; Ecommerce; Corporate Social Responsibility; Business And Government; Emerging Market; Digital Platforms; Internet and the Web; Emerging Markets; Rural Scope; Growth and Development Strategy; Competitive Strategy; Corporate Social Responsibility and Impact; Business and Government Relations; Decision Making; E-commerce; China
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  • Article

Integration of Online and Offline Channels in Retail: The Impact of Sharing Reliable Inventory Availability Information

By: Santiago Gallino and Antonio Moreno
Using a proprietary data set, we analyze the impact of the implementation of a “buy-online, pick-up-in-store” (BOPS) project. The implementation of this project is associated with a reduction in online sales and an increase in store sales and traffic. These results can... View Details
Keywords: Retail Operations; Inventory Availability; Empirical Operations Management; Business Analytics; Online Retail; Ecommerce; Operations; Management; Distribution Channels; Consumer Behavior; E-commerce; Retail Industry
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  • May 2019 (Revised July 2019)
  • Case

Walmart's Workforce of the Future

By: William R. Kerr and Jordan Bach-Lombardo
Faced with intense competition from Amazon, Walmart began a transformation of its operations and workforce in 2015. The goal was to create an omnichannel retail experience for customers that seamlessly joined online and offline shopping. This case explores Walmart's... View Details
Keywords: Walmart; Managing The Future Of Work; Workforce; Automation; Ecommerce; Omnichannel Retail; Operations; Transformation; Employees; Training; Information Technology; Infrastructure; Disruption; Competitive Strategy; E-commerce; Information Infrastructure; Retail Industry
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  • January 2018
  • Supplement

Jumia Nigeria PowerPoint Supplement

By: Ramon Casadesus-Masanell
Founded in 2012, Jumia Nigeria, a startup effort by Germany-based Rocket Internet, aimed to become an African Amazon. The company entered the nascent market and immediately enjoyed an uptick in consumer spending fueled by the strength of Nigeria’s oil-based economy. By... View Details
Keywords: Retail; Marketplace; Inventory; Nigeria; Africa; Ecommerce; Funding; Business Ecosystems; Business Ecosystem; Competition; Business Model; Globalization; Emerging Markets; Expansion; Logistics; E-commerce; Retail Industry; India; Nigeria; Africa
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  • July 2019 (Revised November 2019)
  • Case

Osaro: Picking the Best Path

By: William R. Kerr, James Palano and Bastiane Huang
The founder of Osaro saw the potential of deep reinforcement learning to allow robots to be applied to new applications. Osaro targeted warehousing, already a dynamic industry for robotics and automation, for its initial product—a system which would allow robotic arms... View Details
Keywords: Artificial Intelligence; Machine Learning; Robotics; Robots; Ecommerce; Fulfillment; Warehousing; AI; Startup; Technology Commercialization; Business Startups; Entrepreneurship; Logistics; Order Taking and Fulfillment; Information Technology; Commercialization; Learning; Complexity; Competition; E-commerce
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  • September–October 2022
  • Article

Should Your Company Sell on Amazon?: Reach Comes at a Price

By: Ayelet Israeli, Leonard A. Schlesinger, Matt Higgins and Sabir Semerkant
Selling on Amazon allows brands to reach millions of consumers—but that exposure comes with costs. They include smaller margins, more competition, the risk of commoditization, and less knowledge about customers. In this article, the authors present a scorecard to... View Details
Keywords: Retail; Retailing; Online Business; Ecommerce; E-commerce; E-Commerce Strategy; Omnichannel Retail; Omnichannel Retailing; Amazon; Amazon.com; Sales; Digital Marketing; Internet and the Web; Business Model; Retail Industry; Consumer Products Industry; Fashion Industry; Advertising Industry; Battery Industry; Apparel and Accessories Industry; Beauty and Cosmetics Industry; Distribution Industry; Electronics Industry; Food and Beverage Industry; United States
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  • Other Article

Online Discounting: Who is Leading the Race to the Bottom?

By: Ayelet Israeli, Eric Anderson and Anne Coughlan
A short review of the finidings in: Israeli, Ayelet, Eric Anderson, and Anne Coughlan. "Minimum Advertised Pricing: Patterns of Violation in Competitive Retail Markets." Marketing Science 35, no. 4 (July–August 2016): 539–564. View Details
Keywords: Pricing; Price Policies; Pricing Policies; Discounting; Retailing; Retailing Industry; Minimum Advertised Price; Ecommerce; E-Commerce Strategy; Price; Distribution Channels; Distribution; Digital Marketing; E-commerce; Retail Industry; Technology Industry; Advertising Industry; United States
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  • February 2017
  • Teaching Note

The Tate's Digital Transformation

By: Jill Avery
John Stack was the visionary Head of Digital Transformation at the Tate, a collection of four major art galleries in the UK, including Tate Modern, the most visited gallery devoted to modern and contemporary art in the world. Stack was the architect of the Tate’s... View Details
Keywords: Digital; Ecommerce; Experience; Customer Experience; Customer Relationship Management; Channel Management; Museums; Arts Marketing; Nonprofit; Marketing; Marketing Channels; Marketing Strategy; Customer Focus and Relationships; Digital Marketing; Digital Strategy; Social Media; E-commerce; Entertainment and Recreation Industry; Fine Arts Industry; England; United Kingdom; Europe
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  • November 2017 (Revised October 2018)
  • Case

Brandless: Disrupting Consumer Packaged Goods

By: Jill Avery
Brandless, an online direct-to-consumer seller of upscale private-label consumer packaged goods, offered consumers a limited assortment of values-conscious products delivered directly to their homes with the simplicity of one fixed $3 price point that promised an... View Details
Keywords: Brand; Brand Management; Retailing; Retailing Industry; Private Label; Direct To Consumer Marketing; Ecommerce; Digital Marketing; Consumer Packaged Goods; Startup; Marketing; Marketing Strategy; Disruption; Food; Product Marketing; Marketing Channels; Consumer Behavior; Brands and Branding; Venture Capital; E-commerce; Consumer Products Industry; Beauty and Cosmetics Industry; Food and Beverage Industry; Retail Industry; United States; North America
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  • December 2017 (Revised March 2019)
  • Case

Armarium: Luxury Fashion Brands for Rent

By: Jill Avery, David Fubini, Natasha Dossa and Devon Stewart
Armarium, a two-sided online platform that offered consumers the opportunity to rent the most coveted, current season high fashion clothing and accessories from the top global luxury brands, had emerged from its first sales season with two distinct customer segments:... View Details
Keywords: Brand Management; Retailing; Sharing Economy; Luxury Brand; Ecommerce; Startup; Fashion; Brand Positioning; Customer Acquisition; Internet Marketing; Marketing; Marketing Channels; Marketing Strategy; Brands and Branding; Business Startups; Luxury; Consumer Behavior; Growth and Development Strategy; Social Media; E-commerce; Fashion Industry; Retail Industry; Apparel and Accessories Industry; United States; North America
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  • December 2001
  • Case

Dairy.com

By: Ray A. Goldberg and James M Beagle
Dairy.com's ecommerce exchange attempts to provide value to the dairy industry through price discovery mechanisms. View Details
Keywords: Food; Innovation and Invention; Business Strategy; Technology Adoption; Internet and the Web; Price; Value Creation
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  • May 2017 (Revised January 2019)
  • Teaching Note

Angie's List: Ratings Pioneer Turns 20

By: Ayelet Israeli and Robert J. Dolan
Teaching Note for HBS No. 517-016. View Details
Keywords: Ratings; Marketing; Conjoint Analysis; Market Research; Pricing Strategy; Product Line Management; Two Sided Markets; Freemium; Ecommerce; E-commerce
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  • 02 Mar 2015
  • Research & Ideas

Retail Reaches a Tipping Point—Which Stores Will Survive?

authors look to the future—what will the shopping experience be like for us, and for retailers, as ecommerce becomes an ever larger part of the market. In early February, 93-year-old retailer RadioShack announced it was filing for... View Details
Keywords: by Sean Silverthorne; Retail
  • 13 Mar 2017
  • News

Mentoring of entrepreneurs is missing in India

  • 13 Aug 2018
  • News

Under CEO Hubert Joly, Best Buy Moving Forward In The Age Of Amazon

  • 10 Mar 2015
  • Research & Ideas

The Surprising Winners and Losers in the Retail Revolution

The new book Retail Revolution: Will Your Brick-and-Mortar Store Survive? lays out the thesis that traditional store-front retailing is at an inflection point, under tremendous pressure from ecommerce and the changing wants and needs of a... View Details
Keywords: by Sean Silverthorne; Retail
  • November 2016 (Revised July 2018)
  • Case

Selling on Amazon at Tower Paddle Boards

By: Thales S. Teixeira and David Lopez-Lengowski
By June 2012, Stephan Aarstol felt that he had successfully passed the first critical stage of his ecommerce business. As the founder and CEO of a standup paddleboard (SUP) business, he had built a strong relationship with Asian manufacturers, built a small warehouse... View Details
Keywords: Tower Paddle Boards; Amazon; E-commerce; Online Shopping; Distribution; Internet and the Web; Business Growth and Maturation; Marketing Channels; Distribution Channels; Decision Choices and Conditions; Consumer Products Industry; Retail Industry
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  • August 2022
  • Background Note

Retail Media Networks

By: Eva Ascarza, Ayelet Israeli and Celine Chammas
In 2022, retail media was one of the fastest growing segments in digital advertising. A retail media network (RMN) allows a retailer to use its assets for advertising. Retailers set up an advertising business by allowing marketers to buy advertising space across their... View Details
Keywords: Advertisers; Advertising Media; Media And Broadcasting Industry; Retail; Retail Analytics; Retail Promotion; Retailing; Ecommerce; E-Commerce Strategy; E-commerce; Marketing Communication; Targeting; Targeted Advertising; Targeted Marketing; Advertising; Marketing; Marketing Communications; Marketing Strategy; Brands and Branding; Media; Marketing Channels; Retail Industry; Consumer Products Industry; Advertising Industry; United States
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  • January 2021
  • Supplement

E-Commerce Analytics for CPG Firms (B): Optimizing Assortment for a New Retailer

By: Ayelet Israeli and Fedor (Ted) Lisitsyn
The E-Commerce Analytics group at the traditional CPG firm was in charge of compiling various online sales reports, as well as making data-driven recommendations for sales and marketing tactics. In a series of exercises, students address different data challenges for... View Details
Keywords: Data Analysis; Data Analytics; CPG; Consumer Packaged Goods (CPG); Online Channel; Retail; Retail Analytics; Retailing Industry; Data; Data Sharing; Ecommerce; Assortment Optimization; Assortment Planning; Analytics and Data Science; Retention; Retail Industry; Consumer Products Industry; United States
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