The learning phase: optimize without breaking everything

A beginner mistake keeps coming back: launch a campaign, see average results after a day, change everything, start over. That reflex stops the platform from learning.

What the learning phase is

At the start of delivery the system explores: it looks for who responds best to your ads. During this period results are unstable. Platforms generally say a certain volume of conversions is needed to exit it; the exact threshold depends on the tool, so check it in the real interface.

What disrupts learning

• Making large budget changes.
• Editing the audience or creatives midway.
• Pausing and relaunching for no reason.

How to optimize methodically

1. Give it time: judge over several days, not a few hours.
2. One variable at a time.
3. State a hypothesis before changing anything.
4. Write down what you change and why.

The guide Optimize without breaking learning details the approach, and Budgets, bidding and schedule helps you size the campaign from the start.

Practice it

In TRIALO you can compare two strategies: a campaign edited every day and one left to mature, then analyze the difference. Request access. Results are fictional and do not predict those of a real campaign.