Matokeo ya Utafutaji
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The DivaCup: Navigating Distribution and Growth
When the mother-daughter founders of DivaCup set out with a mission to disrupt the menstrual care industry with an innovative product form, they initially struggled to gain legitimacy and convince retailers to carry their unique product. Now, fifteen years later, the product was available online and... More
Language: ENGHakimiliki: 2019 -
PittaRosso (B): Human and Machine Learning
This case supplements the "PittaRosso: Artificial Intelligence-Driven Pricing and Promotion" case, and provides major highlights on what happened at the company since the first case.... More
Language: ENGHakimiliki: 2021 -
PittaRosso: Artificial Intelligence-Driven Pricing and Promotion
PittaRosso, a traditional Italian shoe retailer, is implementing an AI system to provide pricing and promotion recommendations. The system allows them to implement changes that would affect both the top of funnel and bottom of funnel activities for the company: once the objective function was define... More
Language: ENGHakimiliki: 2021 -
Zalora: Data-Driven Pricing Recommendations
This exercise can be used in conjunction with the main case "Zalora: Data-Driven Pricing" to facilitate class discussion without requiring data analysis from the students. Instead, the exercise presesnts reports that were created by the data science team to answer the pricing question presented in t... More
Language: ENGHakimiliki: 2022 -
Language: ENGHakimiliki: 2017
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Hubble Contact Lenses: Data Driven Direct-to-Consumer Marketing
by Jill Avery • Ayelet IsraeliAs its Series A extension round approaches, the founders of Hubble, a subscription-based, social media fueled, direct-to-consumer (DTC) brand of contact lenses, are reflecting on the marketing strategies that have taken them to a valuation of $200 million and debating changes to them that will allow... More
Language: ENGHakimiliki: 2018 -
DayTwo: Going to Market with Gut Microbiome
by David Lane • Ayelet IsraeliDayTwo is a young Israeli startup that utilizes research on the gut microbiome and machine learning algorithms to deliver personalized nutritional recommendations to its users in order to minimize blood sugar (glycemic) spikes after meals. After a first year of trial rollout in Israel, CEO Lihi Sega... More
Language: ENGHakimiliki: 2019 -
Influencer Marketing
by Jill Avery • Ayelet IsraeliDespite a heavy barrage of advertising, most consumers declare that their purchases are most influenced by the experiences, advice, and recommendations of others, and not by marketers. Interpersonal communication between and among consumers serves as a potent path for influence, and by 2022, marketi... More
Language: ENGHakimiliki: 2020 -
Language: ENGHakimiliki: 2021
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AptDeco: Circular Economy Furniture Marketplace
AptDeco, a used furniture marketplace was growing rapidly in the tri-state area. The Co-Founders were confident that the business model, financial position, and unit economics positioned AptDeco for scaling in the massive $120 billion furniture market, despite its complexity and high costs. The co-f... More
Language: ENGHakimiliki: 2021 -
Artea: Designing Targeting Strategies
This collection of exercises aims to teach students about 1)Targeting Policies; and 2)Algorithmic bias in marketing-implications, causes, and possible solutions. Part (A) focuses on A/B testing analysis and targeting. Parts (B),(C),(D) Introduce algorithmic bias. The exercises are designed such that... More
Language: ENGHakimiliki: 2020 -
Amazon Shopper Panel: Paying Customers for Their Data
This case introduces a new Amazon program that has consumers upload their receipts from transactions outside of Amazon, in exchange for money. Through the discussion, the case aims to explore issues in customers' privacy in the digital age, the value of customers' own data, and the change in regulat... More
Language: ENGHakimiliki: 2021 -
Arcelik: From a Dealer Network to an Omnichannel Experience
Arcelik Turkey, the country's market leader in household appliances, was at an omnichannel crossroads in January 2020. Arcelik was a B2B player utilizing a dealership network with an umbrella of brands and had one of the largest brick-and-mortar store networks in Turkey. In 2015, Arcelik, which was ... More
Language: ENGHakimiliki: 2021 -
Headspace vs. Calm: A Mindful Competition
By 2021, the mindfulness app wars reached their apex. Over 2,000 meditation apps were available to consumers, but two apps, Headspace and Calm, dominated the space, jointly holding about 70% of the total market. Headspace had established itself as the approachable educator for novice meditators. Hea... More
Language: ENGHakimiliki: 2021 -
Algorithmic Bias in Marketing
This note focuses on algorithmic bias in marketing. First, it presents a variety of marketing examples in which algorithmic bias may occur. The examples are organized around the 4 P's of marketing - promotion, price, place and product-characterizing the marketing decision that generates the bias and... More
Language: ENGHakimiliki: 2020 -
Artea (D): Discrimination through Algorithmic Bias in Targeting
This collection of exercises aims to teach students about 1)Targeting Policies; and 2)Algorithmic bias in marketing-implications, causes, and possible solutions. Part (A) focuses on A/B testing analysis and targeting. Parts (B),(C),(D) Introduce algorithmic bias. The exercises are designed such that... More
Language: ENGHakimiliki: 2020 -
Artea (C): Potential Discrimination through Algorithmic Targeting
This collection of exercises aims to teach students about 1)Targeting Policies; and 2)Algorithmic bias in marketing-implications, causes, and possible solutions. Part (A) focuses on A/B testing analysis and targeting. Parts (B),(C),(D) Introduce algorithmic bias. The exercises are designed such that... More
Language: ENGHakimiliki: 2020 -
Language: ENGHakimiliki: 2020
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Hubble Contact Lenses: Data Driven Direct-to-Consumer Marketing
by Jill Avery • Ayelet IsraeliAs its Series A extension round approaches, the founders of Hubble, a subscription-based, social media fueled, direct-to-consumer (DTC) brand of contact lenses, are reflecting on the marketing strategies that have taken them to a valuation of $200 million and debating changes to them that will allow... More
Language: ENGHakimiliki: 2018 -
E-Commerce Analytics for CPG Firms (A): Estimating Sales
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 traditional CPG firms in the new... More
Language: ENGHakimiliki: 2021 -
E-Commerce Analytics for CPG Firms (B): Optimizing Assortment for a New Retailer
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 traditional CPG firms in the new... More
Language: ENGHakimiliki: 2021 -
E-Commerce Analytics for CPG Firms(C): Free Delivery Terms
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 traditional CPG firms in the new... More
Language: ENGHakimiliki: 2021 -
Athletic Brewing Company: Crafting the U.S. Non-Alcoholic Beer Category
Athletic Brewing Company ("Athletic," for short) was founded by Bill Shufelt and John Walker in 2017. In creating Athletic, Shufelt and Walker opened the first U.S. brewery and taproom fully devoted to the production of non-alcoholic (NA) craft beer. By 2021, Athletic was generating around $15 milli... More
Language: ENGHakimiliki: 2022 -
Sizmek Chapter 11: Surviving Walled Gardens in Their Ad Tech Empire
This case provides a post-mortem of the advertising technology (adtech) company Sizmek. Sizmek grew via multiple acquisitions, with the vision of becoming an integrated adtech company that could leverage AI to buy digital media, while creating and serving display and video content. At its peak, one ... More
Language: ENGHakimiliki: 2020 -
Banorte M vil: Data-Driven Mobile Growth
In mid-2019, Carlos Hank, was deliberating over the results for Banorte M vil - the mobile application for Banorte, Mexico's most profitable and second-largest financial institution. Hank, who had been appointed as Banorte s Chairman of the Board in January 2015, had overseen Banorte's transformat... More
Language: ENGHakimiliki: 2020