Scaling before unit economics are proven
The most common and costly paid scaling mistake is increasing budget on campaigns that have not demonstrated sustainable CPA at their current level. Higher spend does not stabilise economics — it exposes their weaknesses at greater cost. Businesses that scale without a documented, stable baseline typically find that CPAs deteriorate in the 30–60 days after a budget increase, and diagnosis becomes significantly harder once the issue is visible in the data.