Myth: "Found a winner? Double the budget to scale"

Myth: "Found a winner? Double the budget to scale"

The doubling advice has killed more profitable campaigns than any ban. Trench note: I doubled a red-hot skin offer overnight and the algo reset learning, CPA spiked 60%, dead by Thursday.

Big budget jumps shove the platform back into exploration. You blow up the exact thing that was working.

— Scale in 20-30% steps, once a day, not a doubling.
— Or scale horizontally: duplicate the winner into new audiences/placements instead of force-feeding the original ad set.

The machine optimizes around your spend level. Jolt it and you reset its hard-won knowledge of your buyer. Slow is fast when you're scaling reds. Nudge, don't yank.

Go test it.