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Mobile Dev Memo
Optimization improves existing conversion paths, while growth requires expanding the total addressable market through new channel exploration.
Funnel optimization, the practice of improving a user path so that more people reach its end point, is frequently grouped with "growth hacking," but this 2015 essay argues that it does not necessarily produce true growth. The central thesis is that optimizing flows such as landing pages, first sessions, and registration processes often improves retention or conversion of users already reached by marketing, rather than expanding the product's audience.
The essay turns on the ambiguity of success metrics. Engagement-based measures, such as tutorials completed, contacts imported, or next-day returns, are clearly retention-oriented, but growth-looking metrics like new registrations can be misleading. As an illustration, a landing page change that lifts registrations by 10% from 100 to 110 may not have grown the user base by 10 people; it may simply have converted 10 people who had already been marketed to.
To resolve this, growth is framed from two perspectives: existing marketing targets, meaning everyone reachable through current channels such as mobile ads, search advertising, and organic search, and the total addressable market, meaning everyone who could plausibly find a use for the app. Optimizing within the first group raises metrics but leaves the surface area of marketing reach unchanged. Closing the gap between current reach and the total addressable market requires channel exploration and experimentation rather than optimization.
The conclusion is not that optimization lacks value. It improves the effectiveness of marketing spend and effort, and part of growth hacking's appeal is that teams often treat it as free, overlooking opportunity cost and staff time. However, optimization alone faces diminishing returns, so durable, consistent growth depends on balancing it with deliberate expansion of reach. The piece is conceptual and offers no empirical data, targeting mobile product and user acquisition practitioners.
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PocketGamer.biz · 2026