You don't have a "learning phase" problem

I was filming working session ads this week (my lead funnel).

Camera on the computer.

Hands scrolling the ad account.

The point I was making was simple.

You don't have a learning problem.

You have a testing problem.

That's the whole problem.

Teams love blaming the learning phase.

The account is stuck.

Meta is learning.

Give it time.

Sometimes that's true.

Most of the time the account isn't learning anything useful.

It's just getting fed more of the same.

Here's why.

Mindless volume isn't a test.

Shipping another Andromeda batch without a hypothesis isn't learning.

It's motion.

At VIBAe we don't start with how many ads we can ship.

We start with the idea.

Then hooks.

Then formats.

Each piece has a job.

If the idea wins, we know where to put next week.

If a format wins inside it, we take it across to the runner-up.

The data has somewhere to go.

That's the flywheel.

Hit rate over volume.

I sit this the same way on the agency side.

Before we call something a learning problem I want one thing named.

What were we trying to learn, and what will we do if it works.

If you can't answer that, you aren't in learning.

You're in production.

This is uncomfortable for teams that have been sold volume as the strategy.

They've been told the algorithm is hungry.

More shots means more winners.

Sometimes that's true.

Most of the time it means you spent the week making ten versions of an idea you never defined.

Then you open Ads Manager and call the flat result a learning-phase issue.

It's not.

The phase isn't the gap.

The process is.

Kill the spend and you hide the gap.

Keep shipping volume without a map and you keep the same gap, just louder.

I don't fully know the right volume for every account.

It depends on how fast you can read a result, and on whether anyone is actually looking.

But the directional truth is the same.

If you can't point at the last ad you launched and say what it was supposed to teach you, you don't have a learning problem.

You have a testing problem.

Reply if you've been blaming the learning phase for a testing gap.

— Eddie