"Demystifying Network Effects and Finding White Spaces: Understanding the Power of Connectivity"
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Jul 21, 2023
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"Demystifying Network Effects and Finding White Spaces: Understanding the Power of Connectivity"
Network effects and viral growth are two concepts often discussed in the world of business and technology. While they both contribute to the growth of a platform or product, they have distinct characteristics and implications. Network effects are primarily about retention, monopoly, hacks, and defensibility, while viral growth focuses on the speed of adoption. Understanding the differences between these two phenomena is crucial for businesses aiming to leverage the power of connectivity.
Network effects occur when the value of a product or service increases as more people use it. As the network or platform grows, we see better engagement, user rates, and increased customer lifetime value. The larger the network, the more valuable it becomes. On the other hand, viral growth may produce cost benefits through economies of scale, but it doesn't necessarily make the product or service more valuable to its subscribers. There is no correlation between the level of usage and customer lifetime value in viral growth models.
The scalability of a network or platform plays a significant role in the success of network effects. As the network scales, the reduction in customer acquisition costs leads to better margins. This trend often leads to zero customer acquisition costs and activates pull, where users are drawn to the platform organically. This reduction in costs and increase in user value contribute to the defensibility and monopoly-like characteristics of network effects.
To fully understand the impact of network effects, it's essential to consider the growing depth and available choice of the offering. The way entities are connected and how they influence, contribute, and reinforce value growth with size and participation is crucial. Figure 1 demonstrates that network effects start with a 2-sided network effect. As the brand value proposition perception increases (figure 2), the technology also improves through increasing access to data (figure 3). Finally, existing demand allows for the introduction of an integrative business model, such as Airbnb's experience hosting (figure 4).
Achieving critical mass is often described as reaching a certain number of participants or network size that allows the platform to generate its own growth. This is achieved when the value perception of the platform grows faster than the growth of the network itself. For example, OpenTable found that they needed around 25 restaurants in a city to attract guests and use their booking service. In contrast, Airbnb's magic number was around 300 homes per city.
The supply side of a network can be commoditized or differentiated. In commoditized supply marketplaces, the value reaches a plateau at some point, even with the addition of more offerings. Symmetry or asymmetry of supply and demand is another factor to consider. Most networks have asymmetric weights of their supply and demand, and this asymmetry can guide businesses in deciding which side to attract first. Apple, for instance, self-developed key applications for the iPhone before opening access to developers once the user base had grown. This asymmetry subsidizes the supply side and helps anticipate liquidity.
The flexibility of a network in terms of location, whether it is locally or globally bound, also affects its liquidity. Local networks have a harder time achieving liquidity on a global scale. In heavily local networks, achieving liquidity often involves different local-level events that eventually spill over into the larger network. Strategies like the "bowling pin" approach, where different cohort-networks are launched gradually and extended to others, can be useful in achieving liquidity in local networks.
The concept of single tenancy or multi-tenancy is prevalent in networks. In commoditized offerings, single tenancy is more common, while artificial constraints are sometimes imposed to prevent it. This is often the case when public, regulated services are platformized by institutional players.
Transaction frequency and lifetime are also important properties of networks. In multi-sided systems, transaction frequency varies depending on the relationship being considered. Liquidity and critical mass can be achieved separately when looking at different relationships within a network. Factors such as heavy local networks, single tenancy, supply-side asymmetry, and high frequency contribute to the plateauing of perceived value.
Understanding network effects and finding white spaces in the market requires a deep understanding of customer needs and behaviors. Rather than segmenting customers based on existing knowledge, it is important to redefine customer segments by capturing user needs that were not originally considered. This can be achieved by reframing the focus and scope of customer understanding. Examples like Nike+ expanding their customer focus from "shoe buyers" to "joggers" and QB House narrowing their focus to the specific action of "haircutting" demonstrate the power of reframing customer understanding.
In conclusion, network effects and viral growth have distinct characteristics and implications for businesses. Leveraging the power of connectivity requires understanding the scalability, supply-demand dynamics, location flexibility, and transaction frequency of a network. By identifying white spaces and reframing customer understanding, businesses can tap into untapped opportunities and drive growth. Here are three actionable pieces of advice to consider:
- Focus on building a strong network effect by continuously improving engagement, user rates, and customer lifetime value as the network grows.
- Consider the asymmetry of supply and demand in attracting the most important side of the network first, while providing them with single-user value.
- Understand the dynamics of transaction frequency and lifetime in different relationships within the network to anticipate liquidity and maximize perceived value.
By incorporating these strategies, businesses can harness the power of connectivity and thrive in an increasingly interconnected world.
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