How to Model Viral Growth: The Crucial Thinking Skill for Unconventional Success

How to Model Viral Growth: The Crucial Thinking Skill for Unconventional Success

Viral growth is a phenomenon that many entrepreneurs and businesses dream of achieving. The idea of a product or service spreading like wildfire, attracting new users and customers without much effort, is incredibly appealing. However, the reality is that true viral growth is incredibly rare. Very few products have sustained a viral factor over 1 for any meaningful period of time. So how can we model viral growth and understand its impact on our business?

One of the most famous examples of virality is YouTube. Before the site became the huge destination it is today, you would most likely find a YouTube video embedded on a news site or personal blog. You'd watch it, and at the end, you'd be invited to email the video to people you know, and you'd also be given code to embed the video on your own site. This simple act of sharing and embedding allowed YouTube to grow exponentially, reaching millions of users in a short period of time.

But what is the secret to modeling viral growth? And how can we apply it to our own businesses? The answer lies in understanding the concept of the viral factor. The viral factor is a measure of how many new users are acquired through viral channels for each existing user. It is calculated by dividing the number of new users by the number of existing users. For example, if a product has a viral factor of 0.5, it means that for every existing user, half a new user is acquired through viral channels.

To calculate the total number of users, we can multiply the number of users acquired through non-viral channels by the amplification factor, which is equal to 1 divided by (1 minus the viral factor). This formula allows us to estimate the potential growth of a product or service based on its viral factor.

But here's the catch: very few products have sustained a viral factor over 1. In fact, for a consumer internet product, a sustainable viral factor of 0.15 to 0.25 is considered good, 0.4 is great, and around 0.7 is outstanding. This means that the majority of new users are acquired through non-viral channels, such as traditional marketing, advertising, and word-of-mouth.

So, how can we leverage the power of viral growth while still focusing on non-viral channels? The answer lies in inversion, a powerful thinking tool that allows us to see situations from a different angle.

Inversion is the practice of imagining the opposite of what is usually considered. It is a crucial thinking skill that can help us overcome our fears, identify errors and roadblocks, and make better plans. By asking ourselves "What if the opposite was true?" or "What if I focused on a different side of this situation?", we can uncover hidden insights and unconventional approaches.

For example, instead of asking how to achieve viral growth, we can ask ourselves how to not achieve it. By identifying the mistakes, errors, and flubs that we want to avoid, we can gain a deeper understanding of what works and what doesn't. Inversion is not about finding good advice, but rather about finding anti-advice. It teaches us what to avoid and how to prevent failure.

Great thinkers, icons, and innovators have embraced inversion as a way to challenge the status quo and think unconventionally. They have learned that sometimes, the key to success lies in doing the opposite of what everyone else is doing. Great art breaks the previous rules and is an inversion of what came before. In a way, the secret to unconventional thinking is just inverting the status quo.

So, how can we apply inversion to our own lives and businesses? Here are three actionable pieces of advice:

1. Embrace the worst-case scenario: The Stoics believed that by imagining the worst-case scenario ahead of time, they could overcome their fears and make better plans. By considering the opposite of what we want to achieve, we can identify potential roadblocks and develop strategies to overcome them.

2. Identify what doesn't work: Instead of blindly chasing success, focus on identifying what doesn't work. Ask yourself, "What would alienate our core customer?" or "What are the mistakes and errors we want to avoid?" By learning from the failures of others, we can save ourselves from making the same mistakes.

3. Step outside your normal patterns of thought: Inversion allows us to see situations from a different angle. Whatever problem you are facing, always consider the opposite side of things. By challenging conventional wisdom and thinking unconventionally, we can uncover unique insights and approaches.

In conclusion, modeling viral growth and thinking unconventionally are two crucial skills for success in today's fast-paced and competitive world. While true viral growth is rare, understanding the viral factor and leveraging non-viral channels can still lead to significant growth. By embracing inversion and thinking backwards and different, we can uncover hidden insights and avoid potential pitfalls. So, embrace the power of viral growth and inversion, and watch your business thrive in ways you never thought possible.