SKU Performance Analysis
Connect sales, sell-through, stock cover and product role. Includes formulas and a worked fictional example.
Practical analytical guidance
Practical guides and illustrative analysis for product, inventory and merchandising decisions, plus focused resources for fashion, jewelry and Shopify businesses.
These resources explain analytical measures, data requirements and the limits of interpretation. They are designed to help product-driven businesses ask a clearer question before commissioning work. The industry pages show how the same decision-first approach applies to specific assortments and operating contexts.
For an engagement, start with retail analytics services or compare service scope and pricing. The resources below are guidance and fictional demonstrations, not claims about client outcomes.
Connect sales, sell-through, stock cover and product role. Includes formulas and a worked fictional example.
Build a prioritized review queue while checking availability, lifecycle and capital exposure.
Prepare useful exports and understand which conclusions require additional evidence.
Inspect an illustrative fine-jewelry report with fictional, reconciled SKU/category data and 30/60/90-day priorities.
Assortment structure, seasonal exposure and variant-level merchandising decisions.
High-value inventory, category concentration and the role of individual products.
Buying priorities, lead times, sizes and colors in replenishment planning.
Assumptions, scenarios and uncertainty in forward-looking planning.
Interpret product and inventory exports from Shopify without implying a software integration or affiliation.