#229: Data and the ABCs (SERIES A, B, and C, That Is!) with Samantha Wong
Oct 3, 2023
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Samantha Wong, partner at Blackbird Ventures, joins the hosts to explore how data and analytics play a role in early stage startups. They discuss funding rounds, investor risk, data quality, growth potential, and analyzing founder's past experiences. They also share the value of reading fiction and recommend books and articles. A funny outtake concludes the episode.
Being hypothesis-driven and data-driven in decision-making is crucial for startups, even without historical data.
Identifying product-market fit and using key metrics to measure success are essential for early-stage investments.
Deep dives
Importance of Being Data-Driven and Hypothesis-Driven
Samantha Wong, a venture capitalist, emphasizes the importance of being data-driven and hypothesis-driven in decision-making. She believes that reading fiction helps develop empathy and enhances one's ability to predict human behavior. Wong also encourages founders to be less emotionally attached to their ideas and to focus on identifying potential failures early on to pivot or course-correct sooner.
Measuring Success: Product Market Fit and KPIs
Wong highlights the significance of product market fit and using key metrics to measure success. She shares that early-stage investments can rely on sales data, such as account executives consistently exceeding their quotas, to determine if the product is resonating with customers. She also mentions the importance of having hypotheses linked to specific metrics and regularly evaluating and iterating on these hypotheses based on customer feedback.
Specialization and Heuristics in Venture Capital
Wong discusses the importance of specialization within the venture capital ecosystem as different stages and sectors require specific knowledge and expertise. She explains that venture capitalists develop heuristics, such as addressing a global market and investing in founders with a long-term vision, to guide their investment decisions. Wong also emphasizes the need for alignment and honest communication between investors and founders to navigate the challenges and uncertainties of startups.
Lessons Learned as a Founder and Product Manager
Reflecting on her experience as a founder and product manager, Wong advises being more hypothesis-driven, data-driven, and less emotionally attached to ideas. She encourages founders to focus on understanding market dynamics, customer preferences, and potential long-term outcomes early on. Wong also points out the value of utilizing data and experimentation to make informed decisions and being open to challenges and feedback from investors.
Most of the time, we think of analytics as taking historical data for a business, munging it in various ways, and then using the results of that munging to make decisions. But, what if the business has no (or very little) historical data… because it's a startup? That's the situation venture capitalists — especially those focused on early stage startups — face constantly. We were curious as to how and where data and analytics play a role in such a world, and Sam Wong, a partner at Blackbird Ventures, joined Michael, Val, and Tim to explore the subject. Hypotheses and KPIs came up a lot, so our hypothesis that there was a relevant tie-in to the traditional focus of this show was validated, and, as a result, the valuation of the podcast itself tripled and we are accepting term sheets. For complete show notes, including links to items mentioned in this episode and a transcript of the show, visit the show page.
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