AI consumer products don’t just need revenue.
They need a predictable way to scale revenue.
A viral post can spike.
A Product Hunt launch can spike.
A creator video can spike.
A community mention can spike.
But spikes don’t prove scale.
This is where paid acquisition matters.
Then growth becomes measurable:
signup rate
activation rate
paid conversion
D1 retention
churn
payback
retargeting pool
If these metrics stay within a stable range, the team can predict how budget turns into users, users turn into revenue, and revenue turns into scalable growth.
Not because ads solve everything.
But because Meta and Google are mature algorithmic distribution systems.
With clean conversion signals, clear geo targets, enough budget, and enough data, these platforms can keep finding users with similar intent and behavior.
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