The Importance of Activation Rate and the Three Buckets of Knowledge

The Importance of Activation Rate and the Three Buckets of Knowledge

In today's digital age, businesses are constantly striving to attract and retain customers. One key metric that can help determine the success of a product or service is the activation rate. But what exactly is a good activation rate? And how does it correlate with long-term value delivery to the user? Let's explore these questions and more.

Activation rate is defined as the number of users who hit a specific milestone divided by the number of users who completed the signup flow. It is highly predictive of long-term value delivery, which can manifest itself in long-term retention, monetization, or both. In other words, if users hit the activation milestone, they should retain at a rate that is at least 2 times better than those who do not complete the activation step.

To ensure that activation rate is a meaningful metric, it needs to be actionable for growth teams. Activation should serve as a leading indicator of a new user sticking around and becoming a customer, rather than just completing the sign-up flow. Unfortunately, many companies define activation as simply completing the sign-up flow, which does not necessarily show the user the value of the product. Therefore, it is unlikely to be predictive of long-term retention.

For Software-as-a-Service (SaaS) products, the average activation rate is 36%, with a median of 30%. However, it is important not to overthink the specific milestone for activation. Instead, choose a milestone that is relatively early in a new user's lifecycle and strongly correlates with long-term retention. This will help guide growth teams in their efforts to improve activation rates and ultimately drive user engagement and customer conversion.

Now, let's shift our focus to the three buckets of knowledge, as described by Peter Kaufman. These three fundamental sources of knowledge are physics, math, and human history. Each of these buckets offers endless opportunities for learning and provides us with valuable mental models for understanding the world.

Physics and math provide us with the rules that govern the universe and the natural world. These disciplines allow us to unravel the mysteries of the cosmos and make sense of complex phenomena. From the laws of motion to the equations that describe the behavior of matter, physics and math serve as the foundation for scientific exploration and technological advancements.

Biology, on the other hand, gives us insight into the rules of life on Earth. It helps us understand how living organisms function and adapt to their environments. By studying biology, we can gain a deeper understanding of the intricate web of life and the mechanisms that drive evolution and biodiversity.

Lastly, human history offers us a unique perspective on the rules that humans have played by throughout time. History repeats itself on a large scale because human nature changes slowly, while geological forces shape the world around us. Human responses to common situations and stimuli like hunger, danger, and sex are often stereotyped and predictable. By studying history, we can identify patterns and trends that can inform our decisions and actions in the present.

In addition to these three buckets of knowledge, it is crucial to recognize that adaptiveness to changing reality is essential for success. Fragile relationships may break under pressure, but strong win-win relationships have the resilience to withstand challenges. This concept applies not only to personal relationships but also to systems of political and economic organization. These systems are designed to bring order and fairness to the competitive nature of human society. They must evolve and adapt as the surrounding environment shifts.

Furthermore, knowledge is a unique outcome in the human culture bucket. Unlike other biological creatures that only pass down DNA, humans have the ability to accumulate and pass on learning from one generation to the next. This accumulation of knowledge allows us to build upon the discoveries and achievements of those who came before us, leading to progress and innovation.

In conclusion, a good activation rate is highly predictive of long-term value delivery to the user. It should be a metric that growth teams can directly impact, serving as a leading indicator of user retention and conversion. By choosing a milestone that correlates strongly with long-term retention and focusing on improving activation rates, businesses can drive user engagement and ultimately increase customer conversion.

As for the three buckets of knowledge, physics, math, and human history provide us with invaluable insights into the world around us. By studying these disciplines, we can gain a deeper understanding of the rules that govern the universe, life on Earth, and human behavior. Additionally, it is crucial to embrace adaptiveness and recognize the importance of strong, resilient relationships. These principles apply not only to personal interactions but also to political and economic systems.

To conclude, here are three actionable pieces of advice:

1. Define your activation milestone carefully: Choose a milestone that occurs early in a new user's lifecycle and strongly correlates with long-term retention. This will help guide your growth team in their efforts to improve activation rates.

2. Focus on value delivery: Activation should not be solely about completing the sign-up flow. Instead, aim to show users the value of your product early on to increase the likelihood of long-term retention.

3. Embrace adaptiveness: In a rapidly changing world, adaptiveness is key to success. Be willing to evolve and adapt your strategies and systems to keep up with shifting realities.

By incorporating these actionable advice into your business strategy, you can enhance your activation rates, deepen your understanding of the world, and thrive in an ever-changing landscape.