Magnify · Margin Max

Budget & Bidding

A profitable account can still waste money by putting the next dollar in the wrong place.

Budget decisions are hard because campaign ROAS is not enough. The account also needs trustworthy conversion evidence, campaign-role context, product economics and enough observation time to know whether a change is real.

Budget & Bidding turns allocation into a guarded capital decision.

Magnify reviews pacing and performance dimensions, then lets SpendPilot propose controlled allocation decisions only after the wider Decision Stack confirms the account is ready.