Remove A/B Testing Remove Engineering Remove Operations Remove Scaling
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Hypothesis-Driven Development and the Generalist Superhero

UVA Darden

Operations & Technology. 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. Cowan studied industrial engineering and economics at Stanford University.

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

Andrew Chen

Or are you trying to scale its success? In the book, I describe stage-by-stage how to successfully start and scale the central forces that power tech’s most successful companies — network effects. When a company like Dropbox, Slack, or Uber hit scale, it might seem like network effects kick in, and the next phase is easy.

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

Andrew Chen

One of the reasons I’ve been excited about being a professional investor is the ability to apply my skills as an operator. Of course, as an investor you can’t run A/B tests or analyze results directly, but you can form hypotheses, ideate, and apply the same type of thinking. Yes, they can be- but they don’t scale.

Metrics 111
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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?