The Scaling Ladder: Live Budget Decisions Across a Learning Phase

Marketing Academy · Field Work●Paid Ads

All projects·From: Budget Pacing & Mid-Flight Optimization

CoreSimulation· 45 minutes

MVMT

Objective: Make a sequence of live-feeling budget decisions across a simulated 14-day Meta Andromeda learning phase, distinguishing real underperformance from learning-phase noise, and scaling budget in the lesson's 20%-per-step, days-apart pattern instead of a single aggressive jump.

You manage paid social for MVMT, the DTC watch brand now owned by Movado Group, and just launched a new Meta prospecting campaign at $50/day.

Navigate four dashboard checkpoints across a simulated 14-day flight. At each one, decide whether to touch budget, and if so, by how much and how soon after the last change.

Before you start

What you'll need

Free path (everything below is enough to finish)

Meta Ads Manager

FreeWhere the actual budget edits and learning-phase status live

Free with any ad account, no additional cost to observe learning-phase status

Google Sheets

FreeLog every change with a date, per the lesson's checklist

Free and sufficient for a simple dated change log

The process

Simulation

Day 3, CPA looks rough

Day 3 of 14

CPA sits at $58 against a $35 target after just 3 days. You're tempted to fix it now, before it gets worse.

Sample output

MVMT Prospecting - Meta Ads Manager, Day 3 of 14

  Spend               $150
  Purchases              3     CPA $50
  Learning phase     Active (12 of ~50 events needed)

Spend to date:$150 of $700 (14-day flight)

Budget remaining:$550

CPA is running 43% over target on day 3. What do you do?

Final deliverable

A dated change log documenting each budget decision made across the 14-day simulated flight, spend levels at each checkpoint, and the reasoning behind each move or deliberate non-move.

See a reference example

Sample output

Warby Parker, Meta Prospecting - New Frames, change log (excerpt)

Day 3: CPA $52 vs $30 target, 9 of ~50 events. Held budget, noted as noise not signal.
Day 8: 48 events logged, CPA settled to $31. Learning phase exiting.
Day 8: Increased daily budget 20% ($40 to $48). Held, no further changes.
Day 12: CPA stable at $29 after 4 days. Logged for next flight's scaling step, no same-flight second increase.

Success criteria

You're done when you can:

Never touches budget during the first learning-phase window without a genuine, justified reason
When scaling, keeps each single edit at or under 20% and spaces edits at least 3-4 days apart