Agent skill
scaling-plan
Create scaling strategy for winning campaigns including budget increments, multi-account distribution, and day-parting schedules. Use when you have proven winners and need a structured plan to increase spend while maintaining performance.
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Install this agent skill to your Project
npx add-skill https://github.com/majiayu000/claude-skill-registry/tree/main/skills/data/scaling-plan
SKILL.md
Scaling Plan
Create structured scaling roadmap for winning campaigns.
Process
Step 1: Validate Winner Criteria
Confirm before scaling:
- Winner doesn't lose more than 1x in 3 days (Jason K)
- Winner doesn't lose more than 2x in 7 days
- Consistent performance, not just good days
- CPA is below target with margin for variance
- Volume exists (not tapped out)
Warning Signs to Address First:
- Inconsistent daily performance
- Declining trend over time
- Audience saturation signals
- Creative fatigue indicators
Step 2: Plan Budget Increment Strategy
Conservative Approach (Recommended):
- 20% increases every 2-3 days
- Wait for performance to stabilize
- Reduce if CPA rises >10%
Aggressive Approach (Hot Offers):
- Larger jumps when metrics are strong
- Risk of breaking campaigns
- Better to spread across accounts
CBO Budget Limits:
- $10K per CBO max (Casto)
- Beyond this, campaigns get unstable
- Better to replicate than push single CBO
Step 3: Map Multi-Account Distribution
Why Multiple Accounts:
- De-risk against account issues
- Avoid single CBO instability
- Test different optimization approaches
- Parallel scaling
Account Strategy:
Account 1: Original testing + initial scale
Account 2: Replicate winners
Account 3: Replicate winners
Account 4: Backup/overflow
Account 5: New angle testing
Replication Process:
- Export winning creatives
- Replicate campaign structure
- Start at moderate budget
- Scale independently
Step 4: Set Day-Parting Schedule (VSL)
Recommended Schedule (Jason K):
- Start: 4:00 AM Eastern
- In auction by: 6:00 AM Eastern
- Turn off: 1:00 PM Eastern
- Weekend exception: Run longer (until 8PM Pacific)
Why Day-Part:
- Afternoon dip in VSL conversions
- Team stops watching dead campaigns
- Focus resources on productive hours
- Weekend performance different
Step 5: Output Scaling Roadmap
## SCALING PLAN: [Campaign/Offer Name]
### CURRENT STATE
- Daily spend: $[X]
- CPA: $[X] (Target: $[X])
- Account(s): [List]
- Top creatives: [List]
### VALIDATION CHECKLIST
- [ ] Winner criteria met (1 loss/3 days, 2 loss/7 days)
- [ ] Consistent 5+ days performance
- [ ] CPA has room for variance
- [ ] Volume potential confirmed
- [ ] No fatigue signals
---
### WEEK 1: INITIAL SCALE
**Day 1-2:**
- Account 1: Increase CBO from $X to $X (+20%)
- Monitor: CPA, volume, stability
**Day 3-4:**
- If stable: Increase to $X (+20%)
- If unstable: Hold or reduce 10%
- Launch Account 2 with replicated campaign at $X
**Day 5-7:**
- Account 1: Push to $X if stable
- Account 2: Scale to $X
- Launch Account 3 at $X
---
### WEEK 2: AGGRESSIVE SCALE
**Target Daily Spend:** $[X]
| Account | Mon | Tue | Wed | Thu | Fri | Sat | Sun |
|---------|-----|-----|-----|-----|-----|-----|-----|
| Acc 1 | $X | $X | $X | $X | $X | $X | $X |
| Acc 2 | $X | $X | $X | $X | $X | $X | $X |
| Acc 3 | $X | $X | $X | $X | $X | $X | $X |
| TOTAL | $X | $X | $X | $X | $X | $X | $X |
---
### WEEK 3-4: MAINTAIN & OPTIMIZE
**Ongoing Actions:**
- Continue 20% increases where stable
- Add new creative batches weekly
- Monitor for fatigue signals
- Rotate underperformers out
---
### DAY-PARTING SCHEDULE
**Weekdays (Mon-Fri):**
| Time (Eastern) | Action |
|----------------|--------|
| 4:00 AM | Campaigns ON |
| 6:00 AM | In auction, monitoring begins |
| 1:00 PM | Campaigns OFF |
**Weekends (Sat-Sun):**
| Time (Eastern) | Action |
|----------------|--------|
| 4:00 AM | Campaigns ON |
| 8:00 PM Pacific | Evaluate/OFF |
**Weekend Campaigns:**
- Separate CBO for weekend only
- Higher budgets (2x daily)
- Best performers only
---
### CREATIVE REFRESH CADENCE
**Weekly:**
- 50-100 new variations
- Iterations of winners
- New hooks on proven angles
**Bi-Weekly:**
- New angle concepts
- Fresh UGC/footage
- Test new formats
---
### RISK MANAGEMENT
**If CPA Rises 10%+:**
1. Reduce budget 20%
2. Check for creative fatigue
3. Check for audience saturation
4. Review bid cap options
**If Account Goes Down:**
1. Shift spend to backup accounts
2. Have account provider ready
3. Document what triggered issue
**If Volume Drops:**
1. Expand targeting (2% → 10% LAL)
2. Test broad audiences
3. Open placements
4. New creative angles
---
### SUCCESS METRICS
| Week | Target Spend | Target CPA | Actual | Status |
|------|--------------|------------|--------|--------|
| 1 | $[X] | $[X] | | |
| 2 | $[X] | $[X] | | |
| 3 | $[X] | $[X] | | |
| 4 | $[X] | $[X] | | |
Scaling Principles
From Casto:
- Spread across accounts (max $10K per CBO)
- Build automation tools for launching
- Layer bid/cost caps when margins thin
- Creative volume drives scale
From Jason K:
- 20% budget increases
- Scale in place, then replicate
- Weekend campaigns separate
- Day-part for VSL offers
- Goal: Large CBO with many winners
Source: Casto, Jason K (Meta-CastovsJasonK)
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