Commerce Analytics stories

nqzai Editorial TeamJuly 17, 202612 min

Shopify Store Health Report: Read It Before Scaling Spend

Run an agency with Shopify clients? Read the store health report (truth, coverage, reconciliation) for every client before you scale spend.

nqzai Editorial TeamJuly 17, 202610 min

Shopify and GA4 Timezone Differences

See how Shopify and GA4 timezone settings shift orders across reporting dates and how to compare revenue windows without creating a false mismatch.

nqzai Editorial TeamJuly 17, 202611 min

Shopify vs GA4 Revenue: Reconcile Sales Accurately

Reconcile Shopify store revenue with GA4 purchases by separating refunds, tax, shipping, timezone, consent, and tracking differences from real errors.

nqzai Editorial TeamJuly 17, 20269 min

Shopify Webhooks: Reconcile Orders Without Gaps

Understand why Shopify webhooks keep data fresh but cannot prove completeness, and why reconciliation protects inventory and profitability reporting.

nqzai Editorial TeamJuly 17, 20269 min

Shopify GA4 Purchase Tracking Audit

Audit a Shopify–GA4 revenue gap by aligning date windows, purchase definitions, tax and shipping treatment, refunds, consent, and timezones.

nqzai Editorial TeamJuly 17, 202610 min

Why Shopify and GA4 Revenue Differ

Understand the most common Shopify–GA4 revenue differences, from refunds and tax to consent, ad blockers, cancelled orders, and timezones.

nqzai Editorial TeamJuly 17, 20269 min

Shopify Refund-Adjusted Revenue: A Practical Guide

Define refund-adjusted Shopify revenue clearly, distinguish it from gross sales, and use it in profitability reviews without hiding order exclusions.

nqzai Editorial TeamJuly 17, 202610 min

Audit Shopify Cost per Item

A step-by-step Shopify COGS audit for finding sold variants without Cost per item and prioritizing the data gaps that affect margin reporting most.

nqzai Editorial TeamJuly 17, 202613 min

Shopify Reorder Planning: Build a Safer Shortlist

Use Shopify demand, stock cover, and revenue-at-risk signals to build a reorder shortlist without treating a baseline forecast as a purchase order.

nqzai Editorial TeamJuly 17, 202610 min

Shopify Connection Status

Check whether Shopify is connected, what data is available, and when catalog and order streams last synced before acting on a report.

nqzai Editorial TeamJuly 17, 202610 min

Shopify Profitability by Date Range: Compare Fairly

A practical guide to comparing Shopify profitability across date ranges, with refunds, cost coverage, currency, and incomplete-data caveats intact.

nqzai Editorial TeamJuly 17, 202610 min

Shopify Reorder Point vs Days of Cover: A Practical Guide

Compare reorder points with days of cover for Shopify inventory planning, including lead time, service level, demand volatility, and cash constraints.

nqzai Editorial TeamJuly 17, 202611 min

Shopify Discounts and Product Margin: Avoid False Totals

Avoid a common Shopify reporting error: comparing order-level net revenue with product revenue that does not allocate every order-level discount.

nqzai Editorial TeamJuly 17, 202611 min

Shopify Multi Currency Reports: Fix Data

A €48 German order contributed $1.92 less to revenue in June than January due to EUR/USD shifts. Isolate currency impact with constant-rate recalculation.