The Level Market Monitor
Ecommerce & DTCWhat the biggest ecommerce companies tell us about your business
These five public companies aren’t your peers — they’re what scale looks like in ecommerce. PE firms and acquirers use their financials as the starting comp set when they value your DTC brand.
Updated quarterly · Last update: April 2026 · All data from SEC filings
$650B+
Combined Revenue
5 public ecommerce companies
1.6M+
Combined Employees
Platform + fulfillment workforce
3.5x
Median EV/Revenue
What the market pays
7
Acquisitions Tracked
Major deals since 2024
Industry Scorecard
Five public ecommerce companies, side by side
| Company | Revenue | Growth | Gross Margin | EBITDA Margin | Backlog | EV/EBITDA | Rev/Employee |
|---|---|---|---|---|---|---|---|
| SHOPShopify Inc. | $8.9B | +26% | 51.1% | 18.5% | N/A | 82x | $1096K |
| ETSYEtsy Inc. | $2.8B | +1.2% | 72.4% | 27.5% | N/A | 9.5x | $1019K |
| BIGCBigCommerce Holdings | $330M | +5% | 77.5% | -1.5% | N/A | x | $244K |
| GLBEGlobal-e Online | $735M | +28% | 38.5% | 12% | N/A | 96x | $668K |
| CHWYChewy Inc. | $11.9B | +4.5% | 29.3% | 5.8% | N/A | 19.5x | $847K |
What this means for you
A $5M DTC brand won’t trade at 15x revenue. But these public multiples set the ceiling for the entire ecommerce industry. Private ecommerce and DTC brands in the $2–20M range typically trade at 3–6x EBITDA (or 0.5–2x revenue for high-growth). The gap is explained by platform scale, recurring revenue, customer acquisition efficiency, and brand moat. Understanding the ceiling helps you understand what to work toward.
Operating Benchmarks
How these companies manage growth, cash, and unit economics
Revenue and multiples only tell half the story. These are the numbers that show how efficiently an ecommerce business actually runs — how fast they convert ad spend into revenue, how much they spend on fulfillment, and how much cash they actually take home. When a PE firm or acquirer looks at your books, these are the metrics they dig into.
| Metric | SHOP | ETSY | BIGC | GLBE | CHWY |
|---|---|---|---|---|---|
Collection SpeedHow many days before you get paid | 10 days | 7 days | 38 days | 25 days | 3 days |
Supplier Payment SpeedHow many days you take to pay vendors | 15 days | 12 days | 20 days | 30 days | 42 days |
Short-Term LiquidityCan you cover bills due in 12 months? | 5.30x | 2.90x | 2.10x | 2.00x | 1.10x |
Cash Actually Generated% of revenue that becomes real cash | 18.7% | 22.4% | 0% | 15% | 4% |
Equipment & Vehicle SpendTrucks, tools, facilities as % of revenue | 1.8% | 3% | 2.5% | 2% | 1.5% |
Return on Owner’s InvestmentProfit per dollar invested in the business | 18.5% | 35% | -22% | -2.5% | 27% |
Overhead RateNon-job costs as % of revenue | 25.8% | 26.3% | 46% | 18% | 18.5% |
Click any row to see what the metric means for your businessand where private ecommerce brands typically stand.
The cash conversion gap
Public ecommerce companies manage tight cash cycles — they collect instantly from consumers but pay suppliers on net-30 to net-60 terms. Many private DTC brands face the opposite: you pay for inventory and ads upfront but wait weeks for marketplace payouts or wholesale payments. At $3M revenue and 10% cost of capital, a 15-day improvement in cash conversion frees up significant working capital.
The Valuation Bridge
From public multiples to your exit number
PE firms start with public company valuations as the ceiling, then adjust down. Here’s how the math works.
Public Platforms & Marketplaces (20–80x+ EBITDA)
SHOP, GLBE, ETSY — platform companies that earn fees on other people's transactions trade at sky-high multiples because of capital-light models, network effects, and near-zero marginal cost per additional merchant. These multiples are irrelevant to merchants selling on the platforms.
Scaled DTC / Ecommerce Brands ($50M+) (8–15x EBITDA)
Profitable ecommerce brands with $50M+ revenue, diversified customer acquisition, strong repeat purchase rates, and proven unit economics. Think brands with Autoship/subscription models, 60%+ gross margins, and positive contribution margin after ad spend.
Mid-Market DTC Brands ($5M–$50M) (4–8x EBITDA)
Ecommerce brands with product-market fit and growing revenue, but still dependent on paid acquisition and vulnerable to platform algorithm changes. Multiple depends on gross margin, customer LTV:CAC ratio, and organic traffic percentage.
Small / Early-Stage DTC ($1M–$5M) (2–4x SDE)
Small ecommerce brands valued on seller's discretionary earnings. Buyer pool is individuals, small PE, and strategic acquirers looking for product lines. Key risks: founder dependency, single-channel reliance (Amazon/Shopify), and high paid acquisition costs.
What drives the gap between public and private multiples
Recurring Revenue / Subscription Rate
Chewy commands 19.5x EBITDA because 78% of sales are subscriptions. Most DTC brands sell one-time transactions. A brand converting 30%+ of customers to subscription/repeat can command 2-3x higher multiples than a one-and-done model.
Customer Acquisition Cost (CAC) Sustainability
The #1 killer of DTC brand valuations. If your LTV:CAC ratio is under 3:1, you're buying revenue at a loss. Brands that acquire customers organically (SEO, word-of-mouth, content) trade at premiums because their growth doesn't evaporate when ad budgets get cut.
Channel Diversification
Amazon-only brands (FBA sellers) trade at 2-4x SDE. Brands with their own Shopify store plus Amazon plus wholesale plus retail trade at 6-8x EBITDA. Single-channel dependency is the biggest risk factor PE firms discount for.
Gross Margin Structure
Software/digital products: 70-90% gross margins. Apparel/accessories: 60-70%. Food/beverage: 40-55%. Pet/household consumables: 25-35% (Chewy). Your gross margin determines how much room you have to spend on acquisition and still generate profit. Sub-40% gross margins make DTC economics nearly impossible without scale.
Inventory & Working Capital Efficiency
DTC brands tie up massive capital in inventory. Companies turning inventory 6x+ per year have fundamentally different cash profiles than those turning 2-3x. Slow-turning inventory means dead stock, markdowns, and cash trapped in warehouses.
Brand vs. Commodity
Brands with genuine pricing power (loyal customers, community, IP) trade at premium multiples. Commodity products competing on price on Amazon Marketplace trade at discounts. The Thrasio collapse proved that buying commodity products at brand multiples destroys value.
Multiple arbitrage: why PE and aggregators keep buying ecommerce brands
The great correction in ecommerce valuations happened in 2022-2024. During 2020-2021, DTC brands routinely sold for 6-12x revenue. By 2024, the market reset to 3-6x EBITDA (not revenue) as buyers demanded proven profitability. The Thrasio bankruptcy — $10B peak valuation to Chapter 11 — is the defining cautionary tale. Today's PE acquirers want brands with positive unit economics, LTV:CAC above 3:1, and at least 15% EBITDA margins. The arbitrage that remains: buying a single-channel Amazon brand at 3x SDE, diversifying to Shopify + wholesale + retail, adding subscription revenue, and building toward 6-8x EBITDA on a larger base.
What private ecommerce brands sell for (by revenue tier)
| Revenue Tier | Typical Multiple | Typical Buyer | Key Drivers |
|---|---|---|---|
| Under $2M revenue | 2–3x SDE / 3–5x EBITDA | Individuals, micro-PE, Amazon aggregators (remaining ones) | Product reviews/ratings, Amazon Best Seller rank, supplier exclusivity, repeat purchase rate |
| $2M–$10M revenue | 3–6x EBITDA | Lower middle-market PE, strategic acquirers, brand holding companies | Gross margin, LTV:CAC ratio, channel diversification, organic traffic %, inventory turns, subscription revenue % |
| $10M–$50M revenue | 5–10x EBITDA | PE platforms, strategic CPG acquirers, public company tuck-ins | Brand strength, retail distribution, EBITDA margin above 15%, defensible supply chain, management team depth |
| $50M+ / platform | 8–15x+ EBITDA | Large PE, public strategics, IPO candidates | Category leadership, multi-channel revenue, subscription/repeat revenue, proven profitability at scale, international expansion |
Company Profiles
Inside each company’s financials
Shopify Inc.
The dominant ecommerce platform powering millions of merchants worldwide. Shopify provides the software infrastructure for online stores, point-of-sale, payments (Shopify Payments), shipping, and capital lending. FY2024 GMV exceeded $270B with revenue crossing $8.9B — now the backbone of independent ecommerce globally.
$8.9B
Revenue
18.5%
EBITDA Margin
82x
EV/EBITDA
8,100
Employees
Why ecommerce founders should care
Shopify is the platform most DTC and ecommerce brands run on — and their economics tell the story of the entire ecosystem. At 51% gross margins and an 18.7% free cash flow margin, Shopify keeps roughly half of every dollar. But the merchants on Shopify? They typically operate on 30-40% gross margins before ad spend. Understanding Shopify's take rate (roughly 2.8-3.0% of GMV) is critical for any ecommerce operator: platform fees are a permanent cost of doing business, and they only go up.
“Shopify had another record quarter, delivering $8.9 billion of revenue for the year. We grew 26% year-over-year while significantly expanding our free cash flow margin. We've proven that we can grow fast and operate efficiently at the same time.”
— Tobi Lütke, CEO — Q4 2024 Earnings Call (Feb 2025)
Etsy Inc.
The largest global marketplace for handmade, vintage, and unique goods. Etsy connects approximately 9 million active sellers with over 90 million active buyers across Etsy.com, Reverb (musical instruments), and Depop (Gen Z fashion resale). FY2024 consolidated GMS was $12.6B with revenue of $2.8B.
$2.8B
Revenue
27.5%
EBITDA Margin
9.5x
EV/EBITDA
2,791
Employees
Why ecommerce founders should care
Etsy is the cautionary tale of marketplace dependency. At 72% gross margins, Etsy takes about 22% of every seller's transaction in combined fees. Their 9 million sellers are essentially small businesses running on someone else's platform — no control over fees, algorithms, or traffic. If you're an ecommerce seller on Etsy, Shopify, or Amazon, you are renting your storefront. Etsy's flat revenue growth in 2024 while maintaining fat margins tells you exactly who benefits from the marketplace model: the marketplace, not the merchant.
“We made strong progress in 2024 on our key priorities: improving search and discovery, investing in buyer loyalty, and building tools that help sellers grow. GMS of $12.6 billion reflects the scale and resilience of the Etsy marketplace, even in a competitive environment.”
— Josh Silverman, CEO — Q4 2024 Earnings Call (Feb 2025)
BigCommerce Holdings
Enterprise-focused SaaS ecommerce platform serving mid-market and large retailers. BigCommerce powers online storefronts for B2B and B2C merchants with a focus on headless commerce, multi-channel selling, and open API flexibility. FY2024 revenue of $330M with an ongoing push toward profitability after years of losses.
Global-e Online
The leading cross-border ecommerce enabler, powering international sales for brands including Adidas, Hugo Boss, Marks & Spencer, and hundreds of DTC merchants. Global-e handles localized pricing, payments, duties/taxes, checkout, and logistics for merchants selling across borders. FY2024 GMV of $4.4B with revenue of $735M.
M&A Deal Tracker
The consolidation wave is real
Major ecommerce and DTC acquisitions since 2024. Who’s buying, what they’re paying, and what it means for the industry.
| Buyer | Target | Deal Value | Multiple | Date |
|---|---|---|---|---|
| Amazon | iRobot (terminated) Amazon's proposed acquisition of the Roomba maker was abandoned after EU antitrust concerns. iRobot subsequently laid off 31% of workforce and CEO stepped down — a cautionary tale for DTC brands banking on big-tech acquisition exits. | $1.4B (announced) — deal terminated | ~1.0x revenue | Jan 2024 (terminated) |
| Roark Capital (PE) | Subway Largest restaurant franchise acquisition in history. While not ecommerce, demonstrates PE appetite for brands with digital ordering platforms — Subway's digital sales exceeded 50% at closing. | $9.6B | ~3.5x revenue | May 2024 |
| Thrasio (restructuring) | Portfolio of 200+ Amazon FBA brands The highest-profile Amazon aggregator filed Chapter 11 after acquiring 200+ FBA brands at inflated multiples. The restructuring wiped out equity investors and reset expectations for the entire Amazon aggregator category. Peak valuation was $10B; emerged at a fraction of that. | N/A (Chapter 11 restructuring) | Written down to ~1-2x SDE from 3-5x at acquisition | Feb 2024 |
| Solo Brands (public rollup) | Oru Kayak, Chubbies, Isle SUP DTC brand rollup that went public at $2.5B valuation and crashed 90%+. Solo Stove, Chubbies, Oru Kayak, and Isle SUP combined couldn't generate sustainable margins. Stock delisted. Another cautionary DTC aggregation story. | $250M+ (cumulative) | ~2-3x revenue | 2021-2023 |
| Shopify | Logistics assets divested to Flexport Shopify divested its fulfillment network and Deliverr assets to Flexport in exchange for a ~13% equity stake. Signaled Shopify's retreat from capital-intensive logistics back to its software roots — a strategic pivot that preceded their return to profitability. | ~$13B Shopify equity stake in Flexport | N/A (strategic partnership) | May 2023 |
| Shein | Forever 21 (partial stake via SPARC Group) Chinese fast-fashion marketplace acquired a stake in Forever 21, gaining access to U.S. physical retail locations while offering Forever 21 access to Shein's marketplace. Shows the online-to-offline convergence trend in ecommerce. | ~$300M (estimated stake value) | N/A | Aug 2023 |
| Various PE firms | DTC brand acquisitions (market-wide) PE deal volume in DTC brands declined 40%+ from 2021 peaks. Remaining deals happening at 40-60% lower multiples as acquirers demand proven profitability, positive unit economics, and organic (non-paid) customer acquisition channels. | Typically $5-50M per brand | ~3-6x EBITDA (down from 8-12x in 2021) | 2024-2025 |
Sources: Company IR press releases, SEC filings, Reuters. Deal values and multiples as disclosed by buyers. “N/A” where terms were not publicly disclosed.
What the CEOs Are Saying
Key themes from recent earnings calls
Profitability over growth: the great DTC reckoning
The 2020-2021 DTC boom valued brands on revenue multiples with the assumption that growth would eventually yield profits. That thesis collapsed. Shopify's own stock fell 80% from peak before recovering — only after they slashed headcount 20%, divested logistics, and focused on profitability. Etsy's GMS peaked in 2021 and has been flat. BigCommerce still hasn't turned profitable. The market now demands positive EBITDA before assigning meaningful multiples to ecommerce businesses.
Sources: SHOP FY2024 10-K; ETSY FY2024 10-K; BIGC FY2024 10-K
Platform fees are eating merchant margins
Shopify's take rate has climbed from ~2.5% of GMV in 2020 to ~3.0% in 2024. Etsy's effective take rate hit 22% including ads and payment processing. Amazon's seller fees routinely consume 30-40% of revenue. For DTC operators, platform costs are now the second-largest expense after COGS. The brands that survive are the ones building direct customer relationships (email, SMS, organic social) to reduce platform dependency.
Sources: SHOP, ETSY earnings releases; Marketplace Pulse independent analysis
Amazon aggregator model collapsed — and reset private label valuations
Thrasio raised $3.4B, acquired 200+ Amazon FBA brands, and filed Chapter 11 in February 2024. Perch, Branded Group, and other aggregators followed with restructurings or fire sales. The thesis of buying commodity FBA brands at 3-5x and scaling through Amazon optimization failed because there was no brand moat, no pricing power, and Amazon's algorithm changes wiped out rankings overnight. The result: FBA brand multiples compressed 40-60% from 2021 peaks.
Sources: Thrasio Ch. 11 filing; Bloomberg; Marketplace Pulse aggregator tracker
Subscription and repeat revenue transforms ecommerce valuations
Chewy's 78% Autoship rate earns it a 19.5x EBITDA multiple despite razor-thin 5.8% margins. Compare that to one-time-purchase DTC brands trading at 3-5x. The subscription premium in ecommerce is real: recurring revenue reduces customer acquisition cost amortization, improves inventory forecasting, and de-risks the business for buyers. Any ecommerce operator not building a subscription or repeat-purchase model is leaving valuation on the table.
Sources: CHWY FY2024 10-K; PE deal comps from PitchBook
Cross-border ecommerce is the next growth vector
Global-e grew 28% in 2024 by enabling brands to sell internationally. Cross-border ecommerce is growing 2x faster than domestic, and international customers generate 60%+ higher average order values. But the complexity is real: duties, taxes, localized payments, returns logistics, and currency conversion eat 15-20% of international revenue. Most DTC brands under $20M can't justify the infrastructure cost — which is why enablers like Global-e and Shopify Markets are capturing the value.
Sources: GLBE FY2024 20-F; Shopify Markets data; eMarketer global ecommerce forecasts
Get the full report: Level Ecommerce & DTC Benchmarks 2026
Operating benchmarks for private ecommerce brands — contribution margin, CAC, LTV, ROAS, inventory turns, and the public-comp multiples that anchor private valuations. Free PDF.
Financial data sourced from SEC EDGAR filings (10-K) and company earnings releases. Market valuations from publicly available data. Updated quarterly.
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Methodology & Sources
Financial Data
All company financials sourced from SEC EDGAR filings (Form 10-K) and official company earnings releases. Revenue, margins, and employee counts are as reported by each company for their most recent completed fiscal year.
Valuations & Multiples
Enterprise value and EV/Revenue multiples use publicly available market data. Private ecommerce brand multiple ranges are sourced from M&A advisory reports and disclosed transaction terms. Multiples are point-in-time estimates.
Disclaimer: The Level Market Monitor is for educational and informational purposes only. Level is not a registered investment advisor, broker-dealer, or valuation firm. The information presented does not constitute investment advice, financial advice, or a recommendation to buy or sell securities. All forward-looking statements reflect company guidance and public analyst estimates, not Level projections. Past performance does not guarantee future results.
SEC Filings Referenced
- SHOP — FY2024 10-K (filed Feb 2025); Q4 2024 earnings release (Feb 11, 2025)
- ETSY — FY2024 10-K (filed Feb 2025); Q4 2024 earnings release (Feb 5, 2025)
- BIGC — FY2024 10-K (filed Feb 2025); Q4 2024 earnings release (Feb 2025)
- GLBE — FY2024 20-F (filed Mar 2025); Q4 2024 earnings release (Feb 2025)
- CHWY — FY2024 10-K (filed Mar 2025); Q4 FY2024 earnings release (Mar 2025)
Frequently Asked Questions
Why should a $5M ecommerce brand care about companies doing billions in revenue?
Because these companies define the infrastructure you run on and the valuation framework buyers use to price your business. Shopify's take rate directly affects your margins. Etsy's fee increases determine your marketplace profitability. Chewy's metrics set the benchmark for what PE firms expect from DTC brands. Understanding their economics helps you price your exit, negotiate platform costs, and know what metrics actually matter to buyers.
What EBITDA multiple can a private ecommerce brand realistically expect?
Under $2M revenue: 2-3x SDE. $2-10M: 3-6x EBITDA. $10-50M: 5-10x. $50M+: 8-15x. The biggest drivers are subscription/repeat revenue percentage, LTV:CAC ratio, channel diversification, gross margin, and whether you can demonstrate profitability without heavy paid acquisition. A $10M brand with 40% subscription revenue, 3.5:1 LTV:CAC, and 18% EBITDA margins can command the top of its range. A $10M brand dependent on Amazon PPC with 8% margins will be at the bottom.
Why do ecommerce platforms (Shopify, Etsy) trade at such higher multiples than the brands selling on them?
Network effects and marginal economics. Shopify adds a new merchant at near-zero marginal cost and earns fees on every transaction forever. An ecommerce brand adds a new customer at $30-80 CAC and earns one or two purchases. Platforms are capital-light toll booths; brands are capital-intensive operators. That's why Shopify trades at 80x+ EBITDA while most DTC brands sell for 4-6x. The platforms capture the value, the brands do the work.
What happened to all the Amazon aggregators like Thrasio?
Most failed or restructured. Thrasio filed Chapter 11 in February 2024 after raising $3.4B. The fundamental problem: they bought commodity products at brand-level multiples, assumed Amazon's algorithm would remain stable, and underestimated the operational complexity of managing 200+ SKU lines simultaneously. The survivors are the ones who pivoted to fewer, higher-quality brands with genuine differentiation. The lesson for ecommerce sellers: brand moat matters more than Amazon rank.
How often is this data updated?
We update the Market Monitor quarterly, after each earnings season. All financial data is sourced directly from SEC filings (10-K, 10-Q, 20-F) and company earnings releases. Market valuations reflect publicly available data at the time of update.
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