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      • August 2018 (Revised October 2020)
      • Case

      Tailor Brands: Artificial Intelligence-Driven Branding

      By: Jill Avery
      Using proprietary artificial intelligence technology, startup Tailor Brands set out to democratize branding by allowing small businesses to create their brand identities by automatically generating logos in just minutes at minimal cost with no branding or design skills... View Details
      Keywords: Startup; Services; Artificial Intelligence; Machine Learning; Digital Marketing; Brand Management; Big Data; Internet Marketing; Analytics; Marketing; Marketing Strategy; Brands and Branding; Information Technology; Entrepreneurship; Venture Capital; Business Model; Consumer Behavior; AI and Machine Learning; Analytics and Data Science; Advertising Industry; Service Industry; Technology Industry; United States; North America; Israel
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      Avery, Jill. "Tailor Brands: Artificial Intelligence-Driven Branding." Harvard Business School Case 519-017, August 2018. (Revised October 2020.)
      • June 2018
      • Teaching Note

      The Transformation of Microsoft

      By: C. Fritz Foley and F. Katelynn Boland
      Teaching Note for HBS No. 218-048. In early 2015, Amy Hood, CFO of Microsoft, and the rest of the senior leadership team faced a set of fundamental choices. The firm had opportunities to serve customers in ways that would be associated with higher growth but lower... View Details
      Keywords: Growth; Corporate Finance; Valuation; Growth Management; Communication Strategy; Transformation; Information Technology Industry; Computer Industry; United States
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      Foley, C. Fritz, and F. Katelynn Boland. "The Transformation of Microsoft." Harvard Business School Teaching Note 218-140, June 2018.
      • November 2017 (Revised July 2019)
      • Case

      Project Moab at Hulu

      By: C. Fritz Foley and James Weber
      In 2015, Elaine Paul, CFO of Hulu, and the rest of the senior leadership team, must decide if they should offer a new, advertisement-free subscription service. At the time Hulu distributed a wide variety of content including in season current programing and earned... View Details
      Keywords: Video On Demand; Subscriber Models; Media; Business Model; Decision Choices and Conditions; Media and Broadcasting Industry; Entertainment and Recreation Industry; United States
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      Foley, C. Fritz, and James Weber. "Project Moab at Hulu." Harvard Business School Case 218-050, November 2017. (Revised July 2019.)
      • October 2017
      • Case

      The Transformation of Microsoft

      By: C. Fritz Foley, E. Scott Mayfield and F. Katelynn Boland
      In early 2015, Amy Hood, CFO of Microsoft, and the rest of the senior leadership team faced a set of fundamental choices. The firm had opportunities to serve customers in ways that would be associated with higher growth but lower margin. Some of these opportunities... View Details
      Keywords: Growth; Corporate Finance; Valuation; Growth Management; Communication Strategy; Transformation; Information Technology Industry; Computer Industry; United States
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      Foley, C. Fritz, E. Scott Mayfield, and F. Katelynn Boland. "The Transformation of Microsoft." Harvard Business School Case 218-048, October 2017.
      • Summer 2017
      • Article

      Measuring Consumer Preferences for Video Content Provision via Cord-Cutting Behavior

      By: Jeffrey Prince and Shane Greenstein
      The television industry is undergoing a generational shift in structure; however, many demand-side determinants are still not well understood. We model how consumers choose video content provision among over-the-air (OTA), paid subscription to cable or satellite, and... View Details
      Keywords: Information Technology; Service Delivery; Consumer Behavior; Television Entertainment; Service Industry; Media and Broadcasting Industry
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      Prince, Jeffrey, and Shane Greenstein. "Measuring Consumer Preferences for Video Content Provision via Cord-Cutting Behavior." Journal of Economics & Management Strategy 26, no. 2 (Summer 2017): 293–317.
      • March 2017 (Revised November 2018)
      • Case

      BYJU'S The Learning App

      By: John Jong-Hyun Kim and Rachna Tahilyani
      BYJU’S The Learning App (BYJU’s) is India’s largest K-12 education app with about 300,000 annual paid subscribers. The mobile app uses a mix of video lessons and interactive tools to personalize learning for every student. Although there is room to grow exponentially... View Details
      Keywords: Education; Mobile and Wireless Technology; Growth and Development Strategy; Learning; Customization and Personalization; Education Industry; India; United States
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      Kim, John Jong-Hyun, and Rachna Tahilyani. "BYJU'S The Learning App." Harvard Business School Case 317-048, March 2017. (Revised November 2018.)
      • January 2017 (Revised October 2023)
      • Case

      Classtivity: Payal's Pirouette

      By: Jeffrey J. Bussgang and Olivia Hull
      A few months after launching a new fitness technology product, the small staff of New York startup Classtivity gathers on a Saturday in April 2013 to take stock. With one successful pivot under its belt, Classtivity is finally generating revenue and enthusiasm among... View Details
      Keywords: Product Pivot; Boutique Fitness; Fitness Industry; Market Sizing; Consumer Technology; Bundling; Subscription Model; Two-sided Marketplace; ClassPass; Entrepreneurship; Venture Capital; Business Startups; Transition; Customer Focus and Relationships; Technological Innovation; Organizational Change and Adaptation; Customer Value and Value Chain; Marketing Strategy; Failure; Business Strategy; Technology Industry; Health Industry; New York (city, NY)
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      Bussgang, Jeffrey J., and Olivia Hull. "Classtivity: Payal's Pirouette." Harvard Business School Case 817-002, January 2017. (Revised October 2023.)
      • September 2016 (Revised February 2017)
      • Case

      Angie's List: Ratings Pioneer Turns 20

      By: Robert J. Dolan and Ayelet Israeli
      In 1995, before people “googled” or “yelped,” Angela Hicks (HBS, 2000) was establishing her Angie’s List as a pioneer in the accumulation and dissemination of consumer rating information. Hicks focused on the home repair and maintenance market and, as she put it,... View Details
      Keywords: Pricing; Pricing Strategy; Services; Product Line Management; Growth; Conjoint Analysis; Market Research; Freemium; Growth Strategy; Two Sided Markets; Ecommerce; Platform; Platform Business; Platform Businesses; Platform Strategy; Platforms; Platforms And Ecosystems; Business Model; Internet and the Web; Business Growth and Maturation; Growth and Development Strategy; Price; Strategy; Digital Platforms; E-commerce; Service Industry; United States
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      Dolan, Robert J., and Ayelet Israeli. "Angie's List: Ratings Pioneer Turns 20." Harvard Business School Case 517-016, September 2016. (Revised February 2017.)
      • August 2016 (Revised November 2019)
      • Supplement

      eSig: Growth Analysis

      By: Mark N. Roberge and Thomas R. Eisenmann
      eSig, an early-stage startup, offers an electronic signature application as a "freemium" product, i.e., users can upgrade from a free basic version to a premium version by paying a subscription fee. Using 9 months of data from 50,000 user activations, available as a... View Details
      Keywords: Esignature; Computer Software; Entrepreneurship; Business Startups; Management; Marketing Channels; Applications and Software; Computer Industry; United States
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      Roberge, Mark N., and Thomas R. Eisenmann. "eSig: Growth Analysis." Harvard Business School Spreadsheet Supplement 817-701, August 2016. (Revised November 2019.)
      • August 2016 (Revised November 2019)
      • Case

      eSig: Growth Analysis

      By: Mark Roberge and Tom Eisenmann
      eSig, an early-stage startup, offers an electronic signature application as a "freemium" product, i.e., users can upgrade from a free basic version to a premium version by paying a subscription fee. Using 9 months of data from 50,000 user activations (available as a... View Details
      Keywords: Esignature; Computer Software; Business or Company Management; Marketing Channels; Applications and Software; Business Startups; Computer Industry
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      Roberge, Mark, and Tom Eisenmann. "eSig: Growth Analysis." Harvard Business School Case 817-009, August 2016. (Revised November 2019.)
      • July–August 2016
      • Article

      Stick to the Strategy or Make the Sale?: A Manufacturer of High-tech Streetlights Considers an Exception to Its New Subscription Model

      By: Mitchell Weiss
      A manufacturer of high-tech streetlights considers an exception to its new subscription model. A fictionalized case study based on the HBS Case 816-005, "Bigbelly," by Mitchell Weiss and Christine Snively. This case is an example of public entrepreneurship. View Details
      Keywords: Public Entrepreneurship; Smart Cities; Anything As A Service; Xaas; Bigbelly; Entrepreneurship
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      Weiss, Mitchell. "Stick to the Strategy or Make the Sale? A Manufacturer of High-tech Streetlights Considers an Exception to Its New Subscription Model." Harvard Business Review 94, nos. 7-8 (July–August 2016): 119–121. (Published online as “Case Study: Should You Adjust Your Business Model for a Major Customer?")
      • October 2015
      • Case

      Bigbelly

      By: Mitch Weiss and Christine Snively
      To accelerate Bigbelly's sales growth and its "smart cities" positioning, its CEO planned to shift his company from equipment sales to a subscription service. Jack Kutner hoped to re-position Bigbelly's solar-powered trash compacting stations beyond trash and recycling... View Details
      Keywords: Public Entrepreneurship; Smart Cities; Government Innovation; Internet Of Things; IoT; Anything As A Service; Platform As A Service; Infrastructure As A Service; PaaS; Xaas; Bigbelly; Jack Kutner; B2G; Civic Innovation; City Innovation; Government Technology; Govtech; Civic Technology; Entrepreneurship; Sales; Innovation and Invention; Digital Platforms; Internet and the Web; Information Technology Industry; Public Administration Industry; Telecommunications Industry; Web Services Industry; Industrial Products Industry; Massachusetts; United States; Boston; Chicago; Philadelphia; New York (city, NY)
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      Weiss, Mitch, and Christine Snively. "Bigbelly." Harvard Business School Case 816-005, October 2015.
      • December 2014 (Revised May 2015)
      • Case

      Growth Hacking at Bazaart (A)

      By: Jeffrey Bussgang and Matthew G. Preble
      The four founding members of Bazaart—a young Israeli company whose sole product was its eponymous mobile application (app) which allowed users to create collages from photographs and other images—face an important strategic decision in June 2014. Since its founding... View Details
      Keywords: Growth Hacking; Customer Acquisition; Startup Marketing; Startup; Startup Nation; Business Startups; Growth and Development Strategy; Customers; Marketing; Social Marketing; Fashion Industry; Technology Industry; Israel
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      Bussgang, Jeffrey, and Matthew G. Preble. "Growth Hacking at Bazaart (A)." Harvard Business School Case 815-001, December 2014. (Revised May 2015.)
      • May 2014
      • Supplement

      EV Charging (2): Bob Williams and the Subscription Model

      By: John Macomber
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      Macomber, John. "EV Charging (2): Bob Williams and the Subscription Model ." Harvard Business School Supplement 214-096, May 2014.
      • February 2014
      • Technical Note

      Mobile Broadband and the Telecommunications Industry in 2011

      By: Lynda M. Applegate, Kerry Herman and Christine Snively
      Mobile broadband carriers provide network access to the Internet for a range of devices (typically portable or mobile), including consumer devices such as smartphones, tablets and E-Readers, but also a host of new emerging devices. Mobile broadband networks enable data... View Details
      Keywords: Telecommunications; Mobile and Wireless Technology; Applications and Software; Information Infrastructure; Digital Platforms; Mobile and Wireless Technology; Telecommunications Industry; Information Technology Industry; Technology Industry; Communications Industry
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      Applegate, Lynda M., Kerry Herman, and Christine Snively. "Mobile Broadband and the Telecommunications Industry in 2011." Harvard Business School Technical Note 814-009, February 2014.
      • February 2014
      • Article

      Responses to Entry in Multi-Sided Markets: The Impact of Craigslist on Local Newspapers

      By: Robert Seamans and Feng Zhu
      How do firms respond to entry in multi-sided markets? We address this question by studying the impact of Craigslist, a website providing classified-advertising services, on local U.S. newspapers. We exploit temporal and geographical variation in Craigslist's entry to... View Details
      Keywords: Digital Platforms; Market Entry and Exit; Internet and the Web; Newspapers; Advertising; Advertising Industry; Journalism and News Industry
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      Seamans, Robert, and Feng Zhu. "Responses to Entry in Multi-Sided Markets: The Impact of Craigslist on Local Newspapers." Management Science 60, no. 2 (February 2014): 476–493.
      • January 2014 (Revised January 2015)
      • Case

      Reinventing Adobe

      By: Sunil Gupta and Lauren Barley
      By 2013, Adobe had reinvented itself from a publisher of popular software such as Photoshop and Acrobat to a digital marketing and digital media company. In May 2013, the company decided to stop selling its software as a package in favor of Creative... View Details
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      Gupta, Sunil, and Lauren Barley. "Reinventing Adobe." Harvard Business School Case 514-066, January 2014. (Revised January 2015.)
      • February 2013
      • Case

      YouTube Channels

      By: Sunil Gupta and Dharmishta Rood
      In December 2011 YouTube launched a website redesign that made Channels the central focus of the site. This redesign was the company's first foray into a strategy designed to foster long-form user engagement. YouTube invested $100 million in 100 Channels, often created... View Details
      Keywords: Competition; Internet and the Web; Entertainment; Growth and Development Strategy; Entertainment and Recreation Industry; Media and Broadcasting Industry
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      Gupta, Sunil, and Dharmishta Rood. "YouTube Channels." Harvard Business School Case 513-078, February 2013.
      • December 2012 (Revised September 2022)
      • Case

      BabbaCo

      By: Jeffrey J. Bussgang and Gaurav Jain
      Having just raised a Series B financing, the case protagonist is faced with a tough decision: should she "step on the gas" and scale the customer base, or continue focusing on fine-tuning the product and business model. The case describes the various marketing channels... View Details
      Keywords: Subscription; Marketing; Scaling; Product-market Fit; Online Marketing; Customers; Decisions; Expansion; Marketing Channels; Business Startups; Growth and Development Strategy; Digital Marketing; Marketing Strategy
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      Bussgang, Jeffrey J., and Gaurav Jain. "BabbaCo." Harvard Business School Case 813-107, December 2012. (Revised September 2022.)
      • 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
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      Deshpande, Rohit, Allen S. Grossman, and Ryan Johnson. "The American Repertory Theater." Harvard Business School Case 512-026, October 2011. (Revised May 2015.)
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