Al analizar la relación entre la frecuencia y el porcentaje de compras, ¿qué insight procesable puedes aprovechar para la optimización de campañas?

Adjusting the frequency cap to maximize purchase rate while limiting wasted or over-delivery is the most actionable insight. Analyzing the relationship between frequency and purchase rate helps identify the "sweet spot" where additional impressions no longer contribute to increased conversions but instead lead to diminishing returns or ad fatigue. This allows for efficient budget allocation by preventing overspending on users who have already seen the ad enough times to make a decision or are unlikely to convert with more exposure. Eliminating the frequency cap is incorrect because more impressions do not always lead to more conversions; there's a point of diminishing returns. Adjusting the frequency cap to maximize reach is also incorrect because maximizing reach doesn't inherently optimize for purchase rate or efficiency; it could lead to showing ads to less relevant audiences or over-delivering to some.