Retail Analytics: Metrics, Examples, and SMB Use Cases
Track the sales, inventory, margin, and store metrics that support better retail decisions.
Practical guides for data analysis, spreadsheet-heavy finance, accounting, procurement, and operations workflows.

Track the sales, inventory, margin, and store metrics that support better retail decisions.

Control the PO lifecycle, track open commitments, resolve mismatches, and close orders with confidence.

Explain why bank and book balances differ, and which items need adjusting.

Compare budgets, actuals, and assumptions to build a forecast review pack.

Review the AP queue for match holds, approval aging, and duplicate risk.

Turn a spreadsheet export into a small set of metrics and one clear action.

Build aging buckets, reconcile open balances, and turn overdue invoices into a payment plan.

Build AR aging buckets, organize overdue invoices, and turn receivables into a focused collections review.

Match the payroll register to the GL, bank, and liabilities, then review what disagrees.

Build a rolling weekly view of cash in, cash out, and the low point before it arrives.

Track sales, inventory, store, and customer KPIs, and build a dashboard from spreadsheet exports.

Compare AP aging, vendor records, payments, and the GL control account before close.

Turn messy spreadsheet exports into reliable, analysis-ready tables without hiding uncertainty.

Review revenue, margins, expenses, and variances in Excel, then draft a traceable management summary.

Compare linked charts, scripts, and AI workflows for turning spreadsheet data into reliable presentations.

Turn AP exports into aging KPIs, vendor exposure, and a reviewable payment-priority queue.

Compare budget versus actual results, classify variances, and trace material gaps to reviewable drivers.

Use AI to prepare FP&A data, investigate variances, test scenarios, and draft reviewable management reporting.

Build an Excel DCF with FCFF, WACC, terminal value, sensitivity analysis, and a worked valuation example.

Download an Excel supplier scorecard with delivery, quality, price compliance, and weighted KPI scoring.

Analyze SKU-level stock and sales exports to identify shortages, excess inventory, and reorder priorities.

Compare ten AI spreadsheet tools by workbook editing, data cleaning, formulas, analysis, and dashboard workflow.

Build a controlled Excel close checklist with owners, dependencies, evidence, reviewer sign-off, and a free template.

Analyze supplier spend from Excel exports with clean vendor mappings, KPIs, exceptions, and a free template.

Analyze financial statements in Excel with traceable ratios, SEC filing exports, and a free bank example template.

Compare Excel AI tools for audit and finance by file workflow, reconciliation, exceptions, reporting, and review needs.