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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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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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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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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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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 40
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a16z Podcast: Why paid marketing sucks, Network effects, Viral Growth, and more

Andrew Chen

And then we layered in payment integration and each time we did that the total growth of the company would actually accelerate which is very hard to do at scale. . And then there’s this dynamics on how does it scale over time, CAC tends to go up, LTV tends to go down. ” “How is it gonna scale?”

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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.”