PILLAR 14 · Core Operations
Analytics & Measurement
Core ecommerce and marketplace KPIs, financial and channel analytics, and benchmark data for what's actually normal.
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Ecommerce KPIs Every Seller Should Track (Starter Dashboard)
14.1 Core KPIs
Ecommerce KPIs Every Seller Should Track (Starter Dashboard)
The small set of metrics worth tracking from day one, before you have the volume to justify a more sophisticated analytics setup.
Marketplace-Specific KPIs, Explained (Conversion / "Unit Session Percentage," Buy Box Win Rate, Offer Performance)
The native performance metrics Amazon and Walmart expose that don't have an obvious equivalent outside their platforms.
Conversion Rate: What's Good, and How to Improve It
Rough conversion-rate benchmarks by channel and category, and the highest-leverage levers for improving a listing's conversion rate.
Traffic Sources for a Marketplace Listing: How to Interpret Them
Organic search, sponsored, and 'other' traffic source breakdowns available in marketplace analytics, and what each tells you.
14.2 Financial & Channel Analytics
Contribution Margin Reporting by Channel and SKU
Building a reporting view that shows true profitability by channel and SKU, not just blended totals.
Cohort Analysis for Ecommerce Retention
Grouping customers by acquisition period to see how retention and repeat-purchase behavior actually trends over time.
Attribution and Incrementality Across Owned + Marketplace Channels
The measurement challenge of a customer journey that spans your own site and one or more marketplaces.
KPI Dashboard Template
A starting structure for a weekly KPI dashboard spreadsheet — the tabs, columns, and metrics worth including from day one.
Forecasting Revenue and Demand as a Growing Seller
Building a simple revenue and demand forecast from historical trend, seasonality, and planned marketing/inventory changes.
Benchmark Library: Typical Conversion Rates, Return Rates, ACOS/TACOS, and CAC by Category
A reference library of directional benchmark ranges across common ecommerce categories, sourced and dated for context.