Unraveling the Growth Myth: From Exponential to Quadratic Growth

Unraveling the Growth Myth: From Exponential to Quadratic Growth

Introduction:

In the world of business and technology, the concept of exponential growth has become somewhat of a mythical creature. We often hear about companies experiencing explosive growth, but is this really the case? In reality, high-growth companies do not follow an exponential growth pattern; rather, they exhibit quadratic growth. This phenomenon, known as Growth Decay or Growth Persistence, defies the belief that growth can continue at an exponential rate indefinitely.

Understanding Growth Decay:

Growth Decay is a law of nature that dictates that growth, as a percentage, naturally declines with scale, even when there is nothing wrong with the company. This notion challenges the widely accepted idea of exponential hypergrowth. Benjamin Brewster famously stated, "In theory, theory and practice are the same. In practice, they're not." This quote highlights the disparity between the idealized notion of exponential growth and the reality of quadratic growth experienced by successful companies.

The Limitations of Exponential Growth:

To understand why exponential growth is unsustainable, we need to examine the concept of market saturation. Even if a product's growth mechanism is truly exponential, it cannot continue growing exponentially because it eventually runs out of market. Just like a logistic curve, which is initially exponential but eventually levels off, a product's growth curve follows a similar pattern. As the product gains market penetration, the curve transitions from exponential growth to linear growth.

Reaching Carrying Capacity:

At around 25% market penetration, the growth curve flattens out, reaching what is known as the "carrying capacity" or the fully-saturated market. This concept holds true not only for products but also for biological viruses infecting a population. Companies, therefore, face the challenge of finding new avenues for growth once they reach this stage. They may choose to expand the market size by investing billions of dollars or explore new markets through the introduction of wholly new products or significant updates.

Embracing Word-of-Mouth Growth:

One effective strategy for sustaining growth is to harness the power of word-of-mouth. Unlike marketing-driven growth, which relies on expensive advertising, word-of-mouth growth occurs organically as the company grows. John Wanamaker once famously said, "Half my advertising is wasted. I just don't know which half." This quote emphasizes the limitations of traditional advertising compared to the exponential potential of word-of-mouth. Therefore, companies should invest time in building word-of-mouth capabilities into their products rather than relying solely on marketing efforts.

The Role of Knowledge Graphs:

To achieve sustainable growth, companies can leverage knowledge graphs. A knowledge graph is a representation of semantics that describes entities and their relationships. It can incorporate ontologies as a schema layer, allowing for logical inference to retrieve implicit knowledge. By interlinking descriptions of various entities, knowledge graphs provide a comprehensive understanding of objects, events, situations, or abstract concepts.

Connecting the Dots:

Interestingly, both growth decay and knowledge graphs are centered around the concept of entities and relationships. Growth decay highlights the relationship between market penetration and growth, while knowledge graphs emphasize the interlinked descriptions of entities. Both concepts recognize the importance of understanding the underlying connections and dynamics.

Actionable Advice:

• 1. Embrace quadratic growth: Instead of chasing the elusive dream of exponential hypergrowth, focus on sustaining quadratic growth by understanding the limitations of market saturation and finding new avenues for growth.

• 2. Invest in word-of-mouth: Prioritize building word-of-mouth capabilities into your products to leverage the power of organic growth. This not only reduces costs but also allows growth to scale automatically as the company expands.

• 3. Harness the power of knowledge graphs: Implement knowledge graphs to gain a comprehensive understanding of entities and their relationships. This will enable logical inference and retrieval of implicit knowledge, providing a solid foundation for sustainable growth.

Conclusion:

The myth of exponential hypergrowth has been shattered by the reality of quadratic growth. Growth Decay or Growth Persistence dictates that growth declines as a percentage with scale, challenging the notion of indefinite exponential growth. By understanding the limitations of exponential growth and embracing quadratic growth, investing in word-of-mouth, and leveraging knowledge graphs, companies can navigate the complex landscape of growth and achieve sustainable success.