Game and UA Teams That Work Together, Grow Together

The mobile gaming industry has shifted from a focus on media buying to a model where product design and user acquisition (UA) must be deeply integrated to achieve scale. Because approximately 90% of top-grossing apps rely on aggressive UA, mastering the synergy between product development and marketing is essential. The core thesis is that modern UA is a winner-take-all market driven by machine learning algorithms that favor games with high install-per-impression (IPM) rates and broad reach, necessitating a "growth-first" mindset from the earliest stages of development.

Key findings indicate that CPM serves as the primary metric for product-market fit, calculated as the product of CPI and IPM. As machine learning models require significant data signals—often 50 to 100 purchase events—to exit the learning phase, games with low IPM or narrow audiences struggle to scale. Consequently, casual and hybrid-casual games have gained market share over mid-core titles by leveraging broader appeal and higher conversion rates, which satisfy algorithmic requirements more efficiently.

To remain competitive, studios must involve UA teams in pre-production to validate themes, art styles, and monetization mechanics. Effective strategies include conducting early marketability tests, capitalizing on social trends to broaden reach, and continuously iterating on gameplay to align with creative assets. By ensuring that in-game systems support the acquisition funnel—such as adjusting early monetization to accelerate purchase signals—developers can lower acquisition costs and shorten payback windows. Ultimately, the most successful studios are those that treat UA not as a post-production marketing task, but as a fundamental component of the game design process.