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The Cold Start Problem

How to Start and Scale Network Effects

Andrew Chen

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The Cold Start Problem
1. The Network Effect+
2. The Cold Start Problem+
3. Achieving Growth: Escape Velocity+
4. Sustaining the Network+
5. Defending the Network: The Moat+

Quiz — Test Your Understanding

Question 1 of 7
According to the book, what is the fundamental principle of the 'network effect'?
  • A. A product's value increases as more people use it.
  • B. It is a marketing buzzword used by startups to secure funding.
  • C. It is the process of a company expanding geographically, from city to city.
  • D. It refers to any technology that connects people, like the telephone.
Question 2 of 7
Why has it become significantly more difficult for new apps to succeed in the twenty-first century compared to the early days of the App Store?
  • A. Network effects no longer apply to modern apps.
  • B. New apps must compete for user attention against millions of other highly optimized and addictive apps.
  • C. Large companies like Instagram can now easily copy any new feature and win.
  • D. Users have become less interested in downloading and trying new applications.
Question 3 of 7
What does the 'Allee threshold,' a concept borrowed from the study of meerkats, represent for a tech network?
  • A. The point where a network has too many users, causing a resource shortage.
  • B. The moment a strong competitor, like Facebook to Myspace, enters the market.
  • C. The tipping point in network size, after which it begins to grow exponentially.
  • D. The maximum number of users a network can support before collapsing.
Question 4 of 7
Which of the following is NOT one of the three distinct forces that drive a network's 'escape velocity'?
  • A. The Acquisition Effect
  • B. The Viral Effect
  • C. The Engagement Effect
  • D. The Economic Effect
Question 5 of 7
What is the recommended solution for overcoming the 'cold start problem'?
  • A. Launching to a massive audience to maximize initial exposure.
  • B. Offering large cash incentives to the first wave of users.
  • C. Creating a small, stable, self-sustaining 'atomic network' with the right initial users.
  • D. Focusing on developing more features than any competitor before launching.
Question 6 of 7
As a network grows, what problem, exemplified by the decline of Usenet, does a company need to manage?
  • A. The market becoming saturated, leading to a growth ceiling.
  • B. The arrival of 'bad actors' like trolls and spammers, who degrade the network's context.
  • C. The technical inability of servers to handle a large number of users.
  • D. The high cost of marketing to new user segments.
Question 7 of 7
How did Airbnb successfully build a 'moat' to defend its market leadership against its competitor, Wimdu?
  • A. By aggressively lowering its prices to undercut Wimdu.
  • B. By focusing on the quality of its network and ensuring a superior user experience.
  • C. By buying out Wimdu and absorbing its European network.
  • D. By listing more properties than Wimdu, regardless of their quality.

The Cold Start Problem — Full Chapter Overview

The Cold Start Problem Summary & Overview

The Cold Start Problem (2021) explains what network effects are, how they work in practice, while illustrating them with real-world examples, from companies like Zoom, Airbnb and Uber. From getting tech companies off the ground in the 21st century, to the population dynamics of meerkats, The Cold Start Problem is an in-depth look at the way networks develop and interact with each other.

Who Should Listen to The Cold Start Problem?

  • Startup leaders looking for rapid growth 
  • Established CEOs looking to reawaken sluggish companies
  • Anyone interested in network dynamics

About the Author: Andrew Chen

Andrew Chen is a general partner at venture capital firm Andreessen Horowitz. Before that, he led the growth teams at Uber during their early years. He’s also a board member of fast-growing startups like Substack, Clubhouse, Z League, All Day Kitchens, Sleeper, Maven, and Reforge. He runs a popular blog, and his work has been featured in Wired, the Wall Street Journal, and the New York Times.

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