Introduction
This skill evaluates dropshipping products across demand, competition, supplier reliability, shipping, return risk, margin, and advertising viability. Verified data remains separate from estimates, landed cost and margin are calculated with market and date context, and the result is a shortlist worth testing rather than a promise of a winner. Seasonality, compliance limits, fragility, and creative-asset difficulty are recorded to clarify the real cost of a test.
Use Cases
Use it for Amazon, Shopify, TikTok Shop, Etsy, eBay, and similar channels, including initial screening, supplier comparison, pre-ad decisions, and reviews of products that are difficult to fulfill or advertise.
Template
Provide the market, platform, category, price range, budget, logistics constraints, and candidates. The output includes demand evidence, competitors, supply and fulfillment risks, margin model, ad angles, scoring, and a validation plan.
