Unveiling the Metrics Behind Successful Social Apps

Unveiling the Metrics Behind Successful Social Apps

Introduction:

Developing a successful social app may seem like trying to catch lightning in a bottle. However, once a product is released into the wild, assessing its performance and potential becomes a more scientific process. In this article, we will explore the key metrics that can help benchmark the growth and success of social apps. By understanding these metrics, app developers can make informed decisions and optimize their strategies for long-term success.

Defining the Core Metric: Daily Active Users (DAUs):

For most consumer social apps, the core metric for success is daily active users (DAUs). The goal is to have people using the app every day. It is crucial to see consistent growth in this metric, as it indicates that users are engaged and finding value in the app. While growth may not be perfect, the overall trend should be "up and to the right." This growth is often organic, driven by users inviting their friends to enhance the experience. If more than 10-20% of users are coming from paid sources in the early stages, it may be necessary to rethink the acquisition strategy.

Engagement Ratios: DAU/MAU and the L-ness Curve:

To assess engagement, two key metrics are DAU/MAU (daily active users divided by monthly active users) and the L-ness curve. The DAU/MAU ratio measures the percentage of monthly users who are active on a daily basis. A benchmark of 25% or higher is considered good, while 40% or higher is great. The L-ness curve examines the distribution of users by the number of days active over a specific time period. The ideal curve "smiles" or has a "crooked smile" that skews right, indicating that users are making the app a regular part of their lives.

Retention: N-Day Retention and Weekly Retention:

Retention is a critical factor in the success of a social app. N-day retention, also known as bounded retention, measures the percentage of users who continue to use the app after a certain number of days. Benchmarking retention is done at various time frames, such as day 1, day 7, and day 30. A benchmark of 50% or higher for day 1 retention, 35% or higher for day 7 retention, and 20% or higher for day 30 retention is considered okay. Good retention values are around 60%, 40%, and 25% for day 1, day 7, and day 30 respectively, while great retention values are 70%, 50%, and 30% or higher.

Additionally, it is essential to analyze how quickly the retention curve flattens out. In most cases, the slope of the line starts to flatten between day 7 and day 14, indicating the potential plateau of retention. Significant degradation of retention between day 7 and day 30 and cohorts that haven't flattened out by day 30 can be concerning, as it suggests that longer-term retention may not hold up.

The Value of Early Users and Time Frame:

Early users are typically the most engaged and have the highest retention rates. They often have a personal connection to the founding team or are a perfect fit for the product. Therefore, metrics from early users tend to be more valuable. Similarly, metrics from a longer time frame provide more insights into the app's performance. Social apps often require iterations to find their success, so it is not uncommon to see a drop-off in acquisition and engagement after the initial spike.

Conclusion:

Benchmarking the growth and success of a social app requires a deep understanding of key metrics such as daily active users, engagement ratios, retention, and the value of early users and time frame. By monitoring and optimizing these metrics, app developers can unlock the full potential of their social apps. Here are three actionable pieces of advice to keep in mind:

1. Focus on organic growth and ensure that a significant portion of users are not coming from paid sources in the early stages.
2. Pay attention to engagement ratios like DAU/MAU and analyze the L-ness curve to understand how users are integrating the app into their daily lives.
3. Prioritize retention by monitoring n-day retention and weekly retention, aiming for benchmarks that indicate good or great performance.

By implementing these strategies and consistently evaluating the app's performance, developers can increase their chances of creating a successful social app that resonates with users and stands the test of time.