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DayTwo is a young Israeli startup that applies research on the gut microbiome and machine learning algorithms to deliver personalized nutritional recommendations to its users in order to minimize blood sugar spikes after meals. After a first year of trial rollout in Israel, CEO Lihi Segal and her team are devising a global go-to-market plan for the firm. The team is considering several target markets, ranging from people with diabetes to professional athletes, and distribution strategies including selling direct to consumers or through partnerships with healthcare professionals or insurance companies. Their choices are important because they will affect DayTwo's costs, pricing, positioning, distribution channels, marketing efforts, and product development.

As 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 them to grow their business. Ensuring that their marketing dollars were being spent efficiently was critical to the data-driven management team and proving to be complicated as the company moved spending from digital marketing to offline media, which made attribution modeling more difficult. Decisions pertaining to product extensions, channel expansion beyond DTC e-commerce, and geographic expansion were also on the table to prove that Hubble's customer value proposition and operations could profitably scale.

CEO Art Peck was eliminating his creative directors for The Gap, Old Navy, and Banana Republic brands and promoting a collective creative ecosystem fueled by the input of big data. Rather than relying on artistic vision, Peck wanted the company to use the mining of big data obtained from Google Analytics and the company's own sales and customer databases to select the next season's assortment. Peck was betting that intelligence fueled by big data could outperform a fashion industry creative director at predicting the future fashion trends and tastes of consumers.

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, "particularly on high cost of failure situations where good information on potential service providers is correspondingly of high value." Angie's List had a paid subscription model as it charged "members" for access to the information they collectively provided on service providers. More recently, companies such as Yelp, TripAdvisor, and Google have started offering free access to their reviews while relying totally on site advertising and service provider fees for their revenues. In 2015, Angie's List collected close to $68 million in membership fees. In January 2016, with recent declines in the growth rate of member numbers, Angie's List has to decide if it was time to drop the "paid subscription for all" model and introduce a free version of its service to its product line.