Data-Driven Product Discovery
We use forensic data mining to find products people already need. Our process filters out noise to identify stable, high-margin opportunities.
Community-First Discovery
Products are born from existing community pain, not from speculative marketing or viral trends.
Verifiable Data Provenance
Every opportunity is backed by verbatim user complaints and real-world marketplace data.
Rigorous Margin Discipline
We only pursue products that pass strict unit economic gates for sustainable profitability.
Unit Economics
Every product concept undergoes a rigorous financial audit to ensure profitability, shipping efficiency, and long-term market viability.
Strict 30%+ gross margin verification after accounting for landed costs, platform fees, and logistics.
- Supplier Cost Audit
- Platform Fee Modeling
- Ad Spend Sensitivity
Dimensional weight analysis to ensure shipping costs remain low and predictable for small, light items.
- Packaging Volume Audit
- Freight Class Review
- Carrier Rate Analysis
Physical stress testing to ensure products are non-fragile and survive standard transit without damage.
- Drop Test Simulation
- Material Durability
- Packaging Reinforcement
Quantifying repeat purchase frequency and community pain-point intensity to ensure long-term viability.
- Community Pain Mapping
- Repeat Order Tracking
- Sentiment Intensity
ALL CONCEPTS PASS THROUGH RIGOROUS FINANCIAL GATING