Avoiding Premature Scaling
One of the most common mistakes in campaign management is scaling based on short-term success.
A campaign may show excellent results for a few days simply because:
- competition temporarily decreased
- a small number of high-value conversions occurred
- short-term demand increased
Scaling aggressively at this stage may cause performance to deteriorate as volume increases.
This is why performance stability matters more than short-term spikes.
Reliable scaling usually requires:
- consistent results across multiple days or weeks
- sufficient conversion volume
- predictable CPA or COS levels