C
carrots Tech Stack
Mobile apps studio focused on user acquisition and retention optimization
Carrots builds consumer mobile apps with a data-driven growth engine. The tech stack—AppsFlyer, Amplitude, RevenueCat, BigQuery, dbt, plus ML tools (scikit-learn, XGBoost, PyTorch)—reveals a company optimizing unit economics through predictive modeling and performance marketing. Active projects cluster tightly around churn reduction, LTV forecasting, and creative testing loops, while pain points (scaling paid growth, capital-efficient acquisition, incomplete event tracking) point to a team solving for payback period and retention as core constraints.
Tech Stack 26 technologies
Core StackGoogle Ads Meta Ads Looker AppsFlyer BigQuery Firebase Amplitude Python pandas scikit-learn TensorFlow Fivetran dbt After Effects Adobe Premiere Pro Apple Search Ads TikTok RevenueCat PyMC CapCut Meta Google XGBoost LightGBM CatBoost Data.ai
What carrots Is Building
◆Challenges
- Scaling paid growth
- Protecting payback
- Capital-efficient acquisition engine
- High-volume creative production
- Improving ltv prediction accuracy
- Reducing churn
- Optimizing ad spend
- Incomplete event tracking
- User drop off
- Insufficient dashboards
▲Active Projects
- Churn modeling
- Pilot apple search ads
- Lead aso experiments
- Coordinate organic tiktok
- Ltv prediction model
- Pricing and retention forecasting
- Ai-first creative pipeline
- Creative testing framework
- Data → creative loops
- Ltv prediction & probabilistic forecasts
Hiring Activity
Minimal5 roles · 0 in 30d
Department
Seniority
Company intelligence
