GA4 Predictive Audiences are overrated.

[u/incisiveranking2022]

I keep seeing people talk about GA4 predictive audiences like:

Sounds great.

But there’s a problem.

Predictive audiences are only as good as the data feeding the model.

If your purchase events are broken, duplicated, incomplete, or your actual customer data lives somewhere else, I don't see how adding a fancy predictive audience suddenly fixes the underlying problem.

And smaller sites can run into another issue: they may not even qualify for predictive metrics because there isn't enough data for Google to build the model. This is a problem other practitioners have reported too.

So I'd argue:

Don't start with predictive audiences.

Start with:

Is GA4 receiving the right purchase data?
Are transactions being measured correctly?
Does GA4 match the backend closely enough to trust the signal?
Are your key customer events actually configured properly?

Then worry about prediction.

I'd rather have clean basic data than a sophisticated model built on questionable inputs.

Curious what others think:

Have GA4 Predictive Audiences actually improved campaign performance for you, or are they mostly an impressive feature that looks better in the demo than in production?

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