Positioning and commercial fit, not just KPIs
The qualitative analysis you have done manually until now, in addition to checking every creator's performance:
- Organic and paid KPI analysisOn the last 30 days of content
- Commercial fitBy funnel stage, brand safety, and content pattern
- Collaboration historyPromo frequency and commercial performance
- Positioning fitTOV, communication style, niches, and brand fit
AI summary — Talks about home life and motherhood in a warm, direct tone. Alternates promotional posts and personal storytelling while keeping the same voice.






















































