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What is eCommerce reporting?

Key metrics, reporting cadences, and how to automate delivery to your team

Definition

What it is

eCommerce reporting is the systematic collection, calculation, and communication of performance metrics across one or more online sales channels — Amazon, Shopify, or other platforms. It encompasses financial metrics (revenue, margin, refunds), operational metrics (inventory levels, fulfilment rates), and customer metrics (LTV, repeat purchase rate, return rate). Effective eCommerce reporting turns raw platform data into decisions.

Formula

Core eCommerce Reporting Metrics

Formula

Revenue → Gross Margin → Net Margin → Return Rate → Repeat Purchase Rate → LTV

These six metrics form the foundation of any eCommerce report. Build from left to right: revenue is the starting point, each subsequent metric adds a layer of profitability and customer quality context.

Business impact

Why it matters

Without structured reporting, eCommerce businesses make decisions from gut feel or incomplete platform dashboards. A weekly report covering revenue trend, margin by SKU, return rate, and inventory levels gives operations and finance teams a shared picture of business health — reducing time in data gathering and increasing time on decisions.

The challenge

How most teams track this today

Most eCommerce sellers manually pull reports from each platform weekly, consolidate in a spreadsheet, and email a summary. This typically takes 2–4 hours per reporting cycle and is the process most commonly cited as a driver for adopting analytics tooling.

Run it on your data

Calculate this automatically with Taptic Data

Connect your Amazon Seller Central account and Taptic generates this calculation from plain English against your actual data — no Excel exports, no manual joins. The SQL runs against your real schema, your real tables, your real numbers.

SQL query for Amazon revenue by month — the foundation of eCommerce reporting →Connect Amazon Seller Central →Try Free — $29.99/mo

FAQ

Common questions

What is the difference between a dashboard and a report?

A dashboard is a live, interactive view of current metrics — designed for daily monitoring. A report is a structured, periodic communication — designed for review, decision-making, and sharing. Both are useful: dashboards for operations, reports for management and planning.

How often should I produce eCommerce reports?

Weekly for operational metrics (revenue trend, inventory alerts, return rate spikes). Monthly for financial metrics (P&L, margin analysis, channel mix). Quarterly for strategic metrics (LTV trend, cohort analysis, customer acquisition cost).

What tools do eCommerce businesses use for reporting?

Common tools range from manual (Excel/Google Sheets) to semi-automated (Looker Studio connected to exports) to fully automated (Taptic Data, which connects directly to Amazon, Shopify, and QuickBooks and generates SQL-based reports on a schedule). The right choice depends on team size, data complexity, and reporting frequency.

Can Taptic automate eCommerce report delivery?

Yes. Taptic's automated report delivery feature lets you build a report once — with charts, KPIs, and tables — and schedule it to email your team as a PDF on any cadence. The data refreshes automatically from your connected data sources before each send.

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Connect Amazon Seller Central to Taptic Data and run this calculation automatically from plain English — against your real data, on a schedule, delivered to your team.

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