TikTok Ads Optimization Skill

This skill provides comprehensive guidance for running TikTok ads for mobile app installs, especially with limited budgets ($20-100/day).

When to Use This Skill

• Creating new TikTok ad campaigns
• Analyzing campaign performance
• Optimizing underperforming campaigns
• Setting up targeting and bidding strategies
• Deciding on creative rotation schedules

Core Principles

1. Budget Concentration > Distribution

Never split limited budgets across multiple campaigns/ad groups.

Why: TikTok requires 50 conversions in 7 days to exit learning phase. Splitting budget = "zombie campaigns" that never learn.

2. Learning Phase Math

Minimum Daily Budget = 10 × Target CPI

Example:
- Target CPI: $4
- Minimum Budget: $40/day
- Time to 50 conversions: 12-13 days

3. Low Budget Strategy: Click → Install Progression

For budgets under $50/day:

Rationale: Click optimization collects 10x more data at same budget, teaching the algorithm who your audience is.

Campaign Settings Reference

Campaign Level

Ad Group Level

Why Broad Targeting?

TikTok official data shows:

• CPA 15% lower with broad targeting
• CVR 20% higher than interest-based targeting

Limited budget + narrow targeting = insufficient data = poor optimization.

Bidding Strategy Progression

Week 1-2: Maximum Delivery (Lowest Cost)
    ↓ Gather 50+ conversions
Week 3+: Cost Cap (1.2× baseline CPA)
    ↓ If delivery drops
Increase Cost Cap by 10-20%

Creative Management

TikTok Fatigue is 4x Faster Than Meta

Creative Rotation Schedule

Kill Criteria (48-72 hours)

Let It Run Criteria

KPI Benchmarks (2025-2026)

CTR (Click-Through Rate)

CPI (Cost Per Install)

CVR (Conversion Rate)

Other Metrics

Smart+ vs Manual Campaign

Decision: Use Manual for budgets under $200/day.

Geographic Strategy

Single Language Campaigns

Never split by country with limited budget - it fragments data.

Why Not Split English Countries?

Troubleshooting

Campaign Not Delivering

CPI Too High

CTR Too Low

Weekly Review Checklist

Example Campaign Structure

Phase 1: Discovery (Week 1-2)

Campaign: anicca-jp-click-discovery
├── Budget: 6,000 JPY/day
├── Bidding: Maximum Delivery
└── Ad Group: broad-jp-click
    ├── Optimization: Click
    ├── Targeting: Automatic (Broad)
    ├── Age: 18-44
    ├── Location: Japan
    ├── Placement: TikTok Only
    └── Creatives: 3-5 variations

Phase 2: Install Optimization (Week 3+)

Campaign: anicca-jp-install-scale
├── Budget: 6,000-10,000 JPY/day
├── Bidding: Cost Cap (1.2× Phase 1 CPA)
└── Ad Group: broad-jp-install
    ├── Optimization: App Install
    ├── Targeting: Automatic (Broad)
    ├── Creatives: Winning 2-3 from Phase 1 + 2 new tests

Sources

• TikTok Ads Manager Official Documentation
• TikTok Business Help Center
• Industry benchmarks from Varos, AdBacklog, Digital Eagle (2025)
• TikAdTools best practices
• Thesis A/B testing data

Last updated: 2026-01-28