This is the Electee Review. Today, why headline retail metrics lie when you read them alone? And the five paired cross checks required to make store data tell the truth. A record sales month means very little if your bank balance shrinks because unsold inventory is sitting in boxes in the stockroom. Single headline numbers hide the mechanics underneath. A retail metric only becomes useful when paired with a cross check that stops you from reading it backwards. Start with inventory turnover, calculated as cost of goods sold divided by average inventory. Dashboards celebrate a rising ratio, yet a sudden jump often means stock has gone too lean and bestsellers are selling out. To keep turnover honest, pair it with inventory accuracy, where benchmarks sit between 95 and 99%, and a stockout rate below 2%. Second is conversion rate, transactions divided by footfall in stores, or orders divided by sessions online. Benchmarks vary. Gladly reports a 1.4% average across 2800 Shopify stores, triple whale averages 2.04%, and dynamic yield sits near 2.7%. Because US retail foot traffic grew just 0.4% in 2024, according to Placer Day, retailers must convert existing visitors without switching denominators. Third is average transaction value, or total revenue divided by transactions. Promotions distort this figure. McKinsey estimates 10 to 15% of retail promotions dilute sales and margins, whereas analytics-driven promotions lift sales 4-8% and net income 2-3%. If basket size rises while gross margin per transaction falls, you bought revenue you already had. Fourth is sales per square meter. Total sales divided by selling area, excluding stock rooms and fitting rooms. Inflation flatters density. Colliers found U.S. retail sales rose 3.8% in December 2024, while inflation adjusted volume grew only 1.6%, track density in units. And by floor zone, not store-wide cash totals. Finally, customer retention rate tracks returning customers against your starting base. Returns quietly corrupt this metric. The National Retail Federation projected 2025 U.S. retail returns at 15.8% of sales, or $849.9 billion, and online returns at 19.3%. Pair retention with return adjusted gross margin so chronic returners never pass as loyal buyers. That's the review.