The DTC Playbook
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Ecommerce KPIs by stage: what to track and when

Which numbers matter at each stage of an ecommerce brand, from validating demand before launch to running a $50M+ business, with the benchmark for each. Track the handful that change decisions at your stage, and add the rest as you grow into them.
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MetricBenchmarkNotes
Pre-revenue: pre-sell conversion2%+ from cold traffic is often encouraging for lower-AOV offersTest with a landing page and about $500 of Meta ads at your proposed price. Real pre-orders and paid sales beat surveys and compliments.
Pre-revenue: first production run60%+ of the first 100-500 units, with low returns and repeat intentSell-through of 30-60% with mixed feedback needs a clear improvement path. Under 30%, with high returns and no repeat intent, is a red flag.
Pre-revenue: product-market fit signals40%+ "very disappointed" on the Sean Ellis test (100+ relevant customers)Back it with behaviour: for consumables, a 90-day repeat rate north of roughly 30% can be a strong sign, and NPS above about 50 helps. Three or four signals lining up is fit.
Pre-revenue: first-order economicsContribution margin positive at small scaleThe margin must cover blended acquisition cost and leave you profitable on, or shortly after, the first order. Not the third.
$0-$1M: the five numbersRevenue, conversion rate, CAC, gross margin and cash balanceEverything else is noise at this stage. Platform analytics, basic tracking and CAPI are enough of a stack.
$0-$1M: margin targetsGross margin 65-75%; contribution margin 47-63% before marketingEBITDA anywhere from -5% to 8% is fine around $1M, as long as the unit economics are sound.
$1M-$10M: what to addLTV:CAC, repeat rate, AOV trends, channel efficiency and inventory turnoverMove to a cross-channel dashboard with post-purchase surveys and LTV tracking. Healthy MER runs 1.5-2.5x at $1M-$5M and 2.5-3.5x at $5M-$10M.
From ~$3M: cohorts and incrementalityFrom about $3M in revenueLTV cohort analysis should be running by $3M, and incrementality testing often starts around then too. Branded search's median incremental ROAS is about 0.70x, whatever the platform reports.
$10M-$50M: what to addCohort analysis, blended CAC trend and EBITDA marginAdd attribution modelling, a dedicated data person and BI tools. Profitability is non-negotiable by now: target 10%+ EBITDA, and 3x+ MER once past about $10M.
$50M+: what to addMarket share, brand awareness, LTV by category and ROICRun a data warehouse, advanced BI and a data team. Target 15-20%+ EBITDA margins, which feed the valuation multiple directly.
Revenue per employee$2M-$3M+ for a lean, well-run brandThe industry average is $300K-$800K, and Quad Lock ran at about $2M a head across the whole journey. Below $500K a head, ask whether you're overstaffed or under-automated.

How to use these benchmarks

These ranges are directional, not guarantees. They are drawn from The DTC Playbook and Rob Ward's operating experience taking Quad Lock from $0 to a $500M exit, cross-checked against widely cited DTC data. The point is not the exact number - it is whether you sit above or below it, and what to do about the gap. Judge yourself against your own category and trend as well.

Last reviewed: October 2026. Benchmarks are refreshed as the playbook is updated.

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Read Measurement & Data Term Product-Market Fit Term Conversion Rate Term Customer Acquisition Cost Term Contribution Margin Term Marketing Efficiency Ratio Benchmarks DTC metrics that matter Benchmarks DTC marketing benchmarks Benchmarks Unit economics benchmarks for ecommerce brands Benchmarks Gross, contribution and EBITDA margin benchmarks by stage Benchmarks MER benchmarks by revenue stage Benchmarks CAC payback and LTV:CAC benchmarks Benchmarks Inventory and cash flow benchmarks for ecommerce Benchmarks Ecommerce valuation multiples by revenue size Benchmarks Meta & paid ads benchmarks for ecommerce brands Benchmarks Meta ad creative benchmarks: hook rate, hold rate, CTR and fatigue Benchmarks Email & SMS marketing benchmarks for ecommerce brands Benchmarks Website conversion benchmarks for ecommerce brands Benchmarks Repeat purchase rate benchmarks by category Benchmarks Returns & refunds benchmarks for ecommerce brands
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