Remove A/B Testing Remove Book Remove Operations Remove Scaling
article thumbnail

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. Learn More in the Book. Hypothesis-Driven Development and the Generalist Superhero.

article thumbnail

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
Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

Trending Sources

article thumbnail

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. develop partnerships and manage relationships with local hire car operators (NB: Uber does not own any vehicles.

article thumbnail

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?

article thumbnail

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?

article thumbnail

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
article thumbnail

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?”