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Hypothesis-Driven Development and the Generalist Superhero

UVA Darden

The star analyst is now a data scientist, a private equity associate is tasked with reinventing a company’s IT instead of engineering its finances, and the marketer is now a “growth hacker” running A/B tests. Learn More in the Book. Alex Cowan. Hypothesis-Driven Development: A Guide to Smarter Product Management.

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How to build a billion dollar digital marketplace – examples from Uber, eBay, Craigslist, and more

Andrew Chen

Comic books? In both the eBay and Uber examples, we see that you can start with a niche – whether that’s a geography or product line – and then quickly scale into a huge network of buyers and sellers. create a marketing strategy to scale the client base and increase visibility. “No-brainer pass.”

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28 ways to grow supply in a marketplace — by Lenny Rachitsky, ex-Airbnb

Andrew Chen

As the number of homes on Airbnb scaled from around 100,000 in 2012 to over 6 million today, I led teams tackling everything from supply growth, to guest booking conversion, to marketplace quality. Once you reach scale, fraud becomes a real issue. Question: What’s the simplest way you can test a referrals offering?

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What to look for when you’re hiring a Head of Growth

Andrew Chen

Or are you trying to scale its success? In this essay, I’ll aim to answer this critical question — how do you hire a Head of Growth — using parts of framework from my upcoming first book, The Cold Start Problem. The framework for the book starts with an empirical insight: Most networks fail at the beginning.

Scaling 82
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The red flags and magic numbers that investors look for in your startup’s metrics – 80 slide deck included!

Andrew Chen

The reason for this is that the steps for starting and scaling a new startup share many of the same skills as investing in a new startup: 1) First, we seek to understand the existing state of customer growth – including growth loops, the quality of acquisition, engagement, churn, and monetization.

Metrics 111
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Consumer startups are awesome, and here’s what I’m looking for at a16z (70 slide deck)

Andrew Chen

Above: This small red book is one of the first Michelin Guides, given out with the subtitle, “Free for Drivers.” It has tracking codes so you can see how well it circulates, and you A/B test the whole thing to make sure it’s highly optimized to be viral and spread. Above: The new technology at scale is video.

Media 100
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11 Awesome Patty McCord Quotes in Powerful about Building a Great Culture at Netflix

Get Lighthouse

As McCord quotes in her book, companies that "fostered honest feedback and had more open communication" had a 270% better return on investment over a 10 year period than those that did not. So they let the data do the talking and ran an A/B test. And the payoff? Can you afford to leave 270% of returns on the table?

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