Budget Pacing Planner
How Fast Should I Scale?
Brand-new accounts — and accounts restarting after firing an agency — get punished for scaling too fast. See a sane 30/60/90-day ramp by platform so you don't reset the learning phase every time you get impatient.
Original Zeller Media pacing methodology, built on general platform guardrails (Google, Meta, and TikTok's own published learning-phase guidance calls for ~50 optimization events per ad set per week and minimal disruptive edits). No platform publishes an official day-by-day budget schedule — treat this as a sound starting framework, not a formula from Google or Meta.
How this is calculated
Every ad platform's algorithm needs to relearn who converts every time you make a big, disruptive change — a large budget jump, a paused ad set, an edited creative mid-flight. This ramp spreads your target budget across 30/60/90 days so the algorithm gathers enough signal at each step before you push it further, instead of resetting the learning phase every time you get impatient.
Why can't I just launch at my full target budget?
Jumping straight to steady-state spend floods the algorithm with budget before it has enough conversion data to spend it well — you end up paying for reach and impressions instead of qualified traffic while it catches up.
What is the "learning phase" and why does resetting it hurt?
It's the period where the platform's algorithm is actively testing audiences and placements to find who converts. Big budget swings, pausing/reactivating ad sets, or major creative edits can kick it back into learning — meaning higher costs and less predictable results until it stabilizes again.
What's different about a restart vs. a brand-new account?
A restarting account often still has pixel data and audience signal from before, so it can typically ramp a bit faster than a true cold start — but it still needs a deliberate ramp, not a full-budget relaunch on day one.
How fast can I safely increase budget?
A common guardrail is capping increases around 20% at a time, then waiting 3-5 days before the next step. This tool's week-by-week plan builds that pacing in automatically so you're not guessing.
Zeller Media
Starting fresh, or cleaning up after a bad agency?
The first 90 days set the trajectory for everything after. Bradley Zeller has stood up dozens of new accounts without the whiplash.
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