Luca Barberis

Which lines carry the margin?

№ 198 · Margin per unit by line

01

Definition

MetricGross and contribution margin per unit, broken out by product line

Unit% margin and absolute margin per unit, by line

Bar of margin $ per unit across business lines. Reveals which lines fund others. Build from per-line P&L. Pricing or cost issues show up here before they hit blended margin. Example: Line A $42/unit, Line B $18/unit, Line C $4/unit (loss-maker, investigate).

P&L
Profit and loss statement. Revenue minus cost of goods sold minus operating expenses, down to operating profit.
02

Benchmarks

Bottom 30%MedianTop 30%
46% or below gross margin, under 10% contribution marginabout 57% gross margin, about 25% contribution margin64% or better gross margin at line level, 35%+ contribution margin after fulfilment and variable marketing

Public and private DTC and consumer brands. Gross margin bands from latest 10-K filings (n=11 to 13 companies); contribution margin bands from merchant panels covering 800 to 33,000 brands, 2024 to 2026 data. Contribution margin here is gross profit less fulfilment, shipping, payment processing, returns reserve and variable marketing. · Gross margin and contribution margin are not interchangeable and the gap between them is where most line-level decisions go wrong. Merchant panel data puts median gross margin at 60 to 70% against a median contribution margin of roughly 25%, so about two thirds of apparent margin is consumed by costs the gross view excludes. Second caution: within-category spread is wider than between-category spread. Pet brands show a 47 point gap between top and bottom quartile (74% against 27%), which is wider than the gap between the best category (beauty near 70%) and the worst (food near 40%). Comparing a line to a cross-category average is therefore close to meaningless.

By category
CategoryBottom 30%MedianTop 30%
Beauty and personal careunder 60% grossabout 69% gross, 25 to 35% contribution71%+ gross, 30%+ contribution
Apparel and fashionunder 46% gross, under 10% contribution53 to 55% gross, 12 to 18% contribution59%+ gross, 18%+ contribution
Food and beverage CPGunder 10% grossunder 35% gross, 4 to 10% contributionabout 40% gross
Electronics and small appliancesunder 15% gross15 to 30% gross, about 15% contribution30% gross
Pet27% grossnot separately published74% gross
03

When it looks bad

One or two bars carry nearly all the gross profit while a long tail sits at or below line-level breakeven, and the tail bars are close enough to each other that no single line ever looks bad enough to kill.

The top 2 of 14 lines produce 71% of gross profit. Six lines return under 12% contribution after fulfilment and returns, and three of those six are the ones marketing is currently scaling.

04

What to do about it

  • Rebuild the chart on contribution margin rather than gross. Allocate fulfilment, returns reserve, payment fees and variable marketing down to the line. Merchant panel data puts median contribution at about 25% against a 60 to 70% gross median, so roughly two thirds of apparent line margin sits in costs the gross view hides (Finaloop 2024, Triple Whale 2025).
  • Reserve for returns at booking rather than at refund. Apparel returns run 25 to 40% of gross sales, so carrying the hit at refund time overstates reported line margin for a full quarter and flatters exactly the lines that need scrutiny (Eightx, 2026).
  • Set a line-level kill rule before the review starts, for example any line under 12% contribution for two consecutive quarters goes to a price test and then to discontinuation. Without a pre-agreed rule the tail survives every review on narrative grounds.
  • Benchmark each line against its own category quartile, not the company average. Within-category spread reaches 47 points, wider than the gap between the best and worst categories, so a cross-category comparison will systematically mislabel good and bad lines (Finaloop 2025, n=800+ brands).
05

Sources

  1. Eightx (from SEC EDGAR 10-K filings)Average DTC Gross Margin 2026: 57% Median · 2026 · n=11 publicly traded DTC and CPG brands, latest 10-K filings Median gross margin 56.6%, 25th percentile 45.6%, 75th percentile 63.8%. Top quartile anchored by e.l.f. at 71.2% and Olaplex at 69.4%; bottom anchored by Beyond Meat at 2.8% and Vital Farms at 37.6%. eightx.co ↗
  2. Triple Whale, reported by EightxTriple Whale 2025 Ecommerce Benchmarks, cited in The Contribution Margin Bible for DTC Brands · 2025 · n=33,000+ Shopify brands Median gross margin 60 to 70% with median contribution margin 15 to 20% across the Shopify merchant panel. eightx.co ↗
  3. Finaloop, reported by EightxFinaloop 2024 Ecommerce P&L Benchmarks, cited in The Contribution Margin Bible for DTC Brands · 2024 · seven and eight figure DTC brands on Finaloop financials Median contribution margin approximately 25%, with a top quartile near 56% and a bottom quartile near 3%. eightx.co ↗
  4. Finaloop, reported by Commerce Catalyst2026 DTC Benchmarks by Category · 2026 · n=800+ DTC brands Pet brands show a 47 percentage point spread between top and bottom quartile gross margin, 74% against 27%, wider than the gap between the highest margin category (beauty at 70%) and the lowest (food at 40%). commercecatalyst.ai ↗
  5. Finaloop, reported by LucaEcommerce Profit Margins for DTC Operators · 2026 · Finaloop multi-year dataset across 3.16 billion USD of aggregated brand revenue Median contribution margin across all ecommerce categories approximately 25%, ranging from 15% in electronics to 45% or more in digital products and beauty, a threefold variance across categories. ask-luca.com ↗
  6. Eightx (from SEC EDGAR 10-K filings)2026 eCommerce KPI Benchmark Report · 2026 · n=14 public DTC brands, FY2025 filings Median public DTC gross margin 47% with apparel and beauty above 55% and food and beverage below 35%. Aggregate contribution margin after marketing runs 8 to 22%, beauty leaders above 22%, apparel 12 to 18%, lower margin CPG 4 to 10%. eightx.co ↗
  7. Eightx (from SEC EDGAR 10-K filings)DTC Gross Margin Evolution 2020-2026 · 2026 · n=13 public 10-K companies, seven year series Cohort median moved 58.2% in 2021, down to 53.2% in 2023, back to 56.6% in 2025 and 2026. Per company 2021 to 2025: e.l.f. 63.8% to 71.2%, Olaplex 79.2% to 69.4%, Lululemon 57.7% to 59.2%, Revolve 54.9% to 53.5%, Warby Parker 58.8% to 54.0%. eightx.co ↗
  8. Eightx (from SEC EDGAR 10-K filings)Beauty Ecommerce Gross Margin 2026: 69% Median Across Public Brands · 2026 · public beauty 10-K filings including e.l.f., Olaplex, Beauty Health, Honest Median beauty gross margin 69.4% with selling and marketing at 21 to 31% of revenue. Healthy beauty contribution margin after acquisition 25 to 35%, the highest range of any ecommerce vertical. eightx.co ↗