The traditional 'value ladder' model incorrectly assumes customers purchase offers sequentially. A 'value grid' is a superior model because it accounts for non-linear buying behavior, where customers skip steps or purchase based on specific needs. This provides a more accurate and actionable tool for calculating and increasing lifetime value.

Once you define your current customer, use AI as a strategic partner to forecast their evolution. Prompt ChatGPT to build out the next phases of their journey—three years from now or after they achieve a specific milestone. This helps you proactively design an ascension model of products that grows with them.

Unlike platforms attracting novice traders who often lose money and churn, IBKR's target is the sophisticated investor. This creates a natural growth funnel where successful traders "graduate" from simpler platforms like Robinhood, seeking IBKR's lower costs and advanced features as their needs and capital grow.

Managing multiple, distinct customer avatars is confusing and inefficient. Instead, define one core avatar and map their evolution across different stages of their journey (e.g., beginner to advanced). This simplifies messaging and creates a clear path for your audience to grow with your brand over time.

Robinhood's average customer is 35, while Schwab's is ~55. With a projected $80 trillion intergenerational wealth transfer starting, Robinhood is uniquely positioned to capture these assets as its younger, digitally-native user base inherits wealth from parents who use legacy brokerages. This creates a massive, decades-long growth runway.

Robinhood users spend two hours a month in the app—5-10x more than users of banking or payment apps like Venmo. This high engagement creates a powerful, low-cost funnel for cross-selling new banking products like credit cards and savings accounts, giving it a key advantage over other fintechs attempting to expand their services.

Contrary to the stereotype of a hyperactive day trader, the average Robinhood user trades 40 times per year—the same as a Schwab self-directed customer. With 95% retention and 5x account balance growth over three years, their behavior indicates a more traditional, long-term approach to investing, not reckless gambling.

CEO Vlad Tenev considers 2022 the "refounding" of Robinhood. The business model strategically shifted from catering primarily to first-time investors to focusing on more sophisticated, resilient active traders. This pivot drove a 5x increase in product velocity (from one to five major new products per year) and built a more cycle-agnostic business.

For specialized products, user motivation is more critical than age or location. Focusing on the user's mindset, life stage, and readiness for change (psychographics) can lead to significantly higher engagement and retention than targeting a broad demographic group that may not be ready for the solution.