Strategic Reflection: Why KPI Mistakes Happen
Most KPI mistakes come from three biases:
- Recency bias — overvaluing fresh data.
- Visibility bias — overvaluing what is easiest to measure.
- Attribution bias — overvaluing the final interaction.
Recognising these biases improves decision quality more than any automation strategy.
The Principle of Advanced Performance Evaluation
Advanced specialists do not ask: „Which campaign performs best?“
They ask: „How does each campaign contribute to total performance?“
That shift in thinking changes:
- Budget allocation
- Scaling decisions
- Attribution logic
- Long-term growth strategy