AI Skill Report Card
Managing UA Marketing Teams
Quick Start15 / 15
Weekly UA Team Meeting Structure:
- Channel performance review (5 min per channel: Google, FB, Unity, Mintegral)
- Creative pipeline status (production → testing → live)
- Budget allocation decisions
- Blockers and resource needs
- Next week priorities
Recommendation▾
Add more concrete input/output examples - the current examples are good but could include specific numbers and outcomes (e.g., 'When CPI increased from $2.50 to $3.25, here's exactly what we discovered and how we fixed it')
Workflow14 / 15
Daily Management Process:
- Check dashboard: spend, CPI/CPA, volume by channel
- Review creative pipeline status
- Identify blockers requiring your intervention
- Align team on priority shifts
Weekly Planning:
- Budget reallocation based on channel performance
- Creative briefing alignment with performance data
- Resource planning (headcount, tools, external partners)
- Stakeholder reporting to CEO
Monthly Reviews:
- Channel manager performance evaluation
- Process optimization opportunities
- Tool/platform evaluation needs
- Team development planning
Recommendation▾
Include specific dashboard templates or KPI frameworks rather than just listing what to track - provide actual metrics thresholds that trigger action
Examples16 / 20
Example 1 - Performance Review: Input: "Google Ads CPI increased 30% this week" Your Response: "What's the root cause? Creative fatigue, audience saturation, or bid changes? What's the action plan and timeline to address it?"
Example 2 - Resource Request: Input: "We need 5 more video creatives for Unity campaign" Your Response: "What's the expected performance lift? Do we have creative production capacity, or do we need external partner? What's the timeline and budget impact?"
Recommendation▾
Add a troubleshooting section with specific scenarios and solutions (e.g., 'When Facebook account gets disabled', 'When Unity changes their algorithm')
Best Practices
Establish Clear Accountabilities:
- Each channel manager owns their CPI/CPA targets
- Creative team owns production timelines and quality
- You own cross-channel optimization and resource allocation
Key Metrics to Track:
- Daily: spend pacing, CPI by channel, creative performance
- Weekly: channel mix optimization opportunities
- Monthly: team productivity, process efficiency
Meeting Hygiene:
- Data-driven discussions only
- Action items with owners and deadlines
- Decision documentation to avoid grey zones
Communication Framework:
- Morning: async team updates via Slack/dashboard
- Mid-week: 1:1s with channel managers
- Weekly: full team alignment meeting
- Monthly: CEO/stakeholder reporting
Common Pitfalls
- Don't micromanage channel tactics - Focus on outcomes and resource allocation
- Avoid getting lost in technical details - Your value is process and people management
- Don't delay decisions due to incomplete data - Set decision frameworks and stick to them
- Avoid unclear ownership - Every task/goal needs a single owner
- Don't skip regular 1:1s - Performance issues compound quickly in UA
- Avoid reactive budget shifts - Plan allocation changes systematically
Red Flags Requiring Immediate Attention:
- Channel manager can't explain performance changes
- Creative pipeline bottlenecks affecting launch timelines
- Budget burn rate vs. targets misalignment
- Team members unclear on priorities or deadlines