Core Intelligence
Operating Dashboard
Real-time view of revenue, margin, and pipeline
Margin Intelligence
Know which channels and SKUs make money
Forecast Confidence Engine
Revenue forecasts you can actually trust
Advanced Analytics
Blended ROAS Dashboard
True return on ad spend across every channel
Cohort LTV Tracker
Lifetime value by acquisition cohort and channel
SKU Profitability
Profit and loss at the individual product level
More Features
Pipeline Health Monitor
Spot deal risks before they hit revenue
Weekly Operating Report
Auto-generated briefs for your Monday review
All 14 features
Featured
Data Connection Layer
Connect HubSpot, Stripe, Shopify and 10+ tools in minutes. No code, no CSV uploads.
Learn moreCRM
HubSpot
Sync CRM deals, contacts, and pipeline data
Salesforce
Pull opportunities, accounts, and forecasts
Pipedrive
Connect deals and activity data
Finance & Commerce
Stripe
Revenue, subscriptions, and payment data
Shopify
Orders, products, and store analytics
QuickBooks
P&L, expenses, and accounting data
Marketing
Google Ads
Campaign spend, clicks, and conversions
Meta Ads
Facebook and Instagram ad performance
All 14 integrations
5-minute setup
Connect your first data source
OAuth login, select metrics, and start seeing unified data. No CSV uploads or developer time.
See all integrationsIndustries
eCommerce
Unified margins, ROAS, and LTV for online stores
D2C Brands
True contribution margin across every channel
B2B SaaS
Pipeline-to-revenue visibility for operators
Use Cases
Find Profit Leaks
Spot hidden costs eating your margins
Weekly Operating Review
Run your Monday review in 15 minutes
Replace Manual Reporting
Eliminate 4-6 hours of spreadsheet work
More
True ROAS
Blended return on ad spend across all channels
Revenue Forecast
Data-backed forecasts your board trusts
All industries & use cases
Popular use case
Find Profit Leaks
Most operators discover 8-15% of revenue leaking through hidden costs within the first week.
See how it worksLearn
Blog
Operating insights for founders and COOs
Glossary
Key terms in operating intelligence
What is Operating Intelligence?
The category explained in plain English
Use Cases
Weekly Operating Review
Run your Monday review in 15 minutes
Replace Manual Reporting
Eliminate 4-6 hours of spreadsheet work
Margin Visibility
Know which channels and SKUs make money
New on the blog
How to run a Weekly Operating Review without 3 hours of prep
The exact process operators use to arrive briefed — without touching a spreadsheet.
Read the postProfit Intelligence
GMV (gross merchandise value, also called gross merchandise volume or gross transaction value) is the total price of all goods sold through a business or marketplace before subtracting returns, refunds, discounts, shipping fees, and platform commissions. It measures the scale of commercial activity, not what the company actually collects.
GMV matters because it's the starting point for every revenue calculation. It tells operators how much demand exists and how much total commerce is flowing through their channels. But GMV alone is misleading. A company can grow GMV 40% year over year while net revenue stays flat — if return rates, discounting, and fees are eating the difference.
For mid-market e-commerce businesses ($3M-$25M GMV), the gap between GMV and net revenue typically falls between 15% and 35%. Companies with aggressive discount strategies or high return-rate categories (apparel averages 20-30% returns) see the largest gap. Companies selling non-returnable digital goods or consumables see the smallest.
GMV is often confused with revenue. They measure different things entirely. GMV counts the gross value of transactions. Revenue (net revenue specifically) is what the company actually keeps after returns, discounts, and adjustments. Reporting GMV as revenue overstates the business by the full deduction percentage.
GMV is the clearest measure of commercial demand. It answers: "How much are customers willing to pay for what we sell?" Before any operational friction — returns, discounts, fees — reduces that number.
Operators who ignore GMV miss volume trends. A company might see net revenue decline 5% while GMV grows 12% — meaning demand is strong, but returns and discounting are eroding the economics. Without tracking both numbers, the operator treats it as a demand problem when it's actually an operational problem.
The reverse is equally dangerous. GMV growth that comes entirely from deeper discounts or channel promotions inflates the top-line number while compressing gross margin. A typical $8M GMV e-commerce brand running 25% average discount depth is generating only $6M in gross revenue before returns. Tracking GMV alongside AOV and net revenue reveals whether growth is profitable or just voluminous.
GMV = Total Sales Price x Units Sold
Example:
- Product A: $85 x 4,200 units = $357,000
- Product B: $42 x 11,300 units = $474,600
- Product C: $129 x 1,850 units = $238,650
Total GMV = $1,070,250
Note: This figure has NOT been adjusted for:
- Returns ($142,000)
- Discounts applied ($96,300)
- Cancellations ($28,400)
Net Revenue = $1,070,250 - $142,000 - $96,300 - $28,400 = $803,550
GMV-to-Net-Revenue gap: 24.9%
What GMV includes:
What GMV does NOT include:
How GMV-to-net-revenue conversion varies across e-commerce segments. Lower conversion rates mean more value leaks between the transaction and the bank account.
| Segment | GMV-to-Net-Revenue Conversion | Typical Return Rate | Typical Discount Depth | Watch for |
|---|---|---|---|---|
| D2C apparel | 60-72% | 20-30% | 15-25% | Return rate creep above 25% |
| D2C consumables | 80-90% | 3-8% | 5-15% | Subscription churn masking GMV growth |
| B2B wholesale | 85-92% | 2-5% | 5-10% | Payment term delays vs. revenue recognition |
| Marketplace (1P) | 65-78% | 15-25% | 10-20% | Marketplace fee increases compressing margin |
| Digital goods / SaaS | 90-97% | 1-3% | 3-8% | Refund policy abuse on trial conversions |
Sources: Shopify Commerce Trends 2025, Narvar Consumer Returns Report 2025, industry-observed ranges from operator benchmarks.
1. Reporting GMV as revenue to stakeholders
GMV is not revenue. Presenting GMV growth of 30% when net revenue grew 8% is misleading — even if unintentional. Always report both numbers side by side. The gap between them is where the operational story lives.
2. Ignoring GMV-to-net-revenue conversion rate
The conversion rate between GMV and net revenue should be stable or improving. A declining ratio means returns, discounts, or fees are growing faster than sales volume. Track this ratio monthly. A 3+ percentage point decline over two quarters warrants immediate investigation.
3. Using GMV for profitability analysis
GMV tells you nothing about profitability. A channel generating $500K GMV with 35% return rates and 20% discount depth is far less valuable than a channel generating $300K GMV with 5% returns and no discounting. Calculate contribution margin and gross margin by channel — not GMV.
4. Counting cancelled orders in GMV
Cancelled orders never completed. Including them inflates GMV and creates a phantom gap when reconciling with revenue. Only count orders that shipped or were delivered.
Fairview's Margin Intelligence pulls transaction data from Shopify and Stripe to calculate GMV in real time — alongside net revenue, returns, and discount impact by channel and product line.
The Operating Dashboard shows GMV-to-net-revenue conversion as a trend line, so operators see immediately when the gap starts widening. If return rates spike on a specific product category or discount depth increases beyond threshold, the Next-Best Action Engine surfaces the specific SKUs or campaigns causing the drift.
Instead of discovering a 28% GMV-to-revenue gap at month-end, you see it developing in real time — while there's still time to adjust pricing, return policies, or promotional strategy.
→ See how Margin Intelligence works
People often use GMV and net revenue interchangeably. They measure fundamentally different things.
| GMV | Net Revenue | |
|---|---|---|
| What it measures | Total transaction value before deductions | What the company actually collects after all deductions |
| Includes returns/refunds? | Yes — returns are not subtracted | No — returns are subtracted |
| Includes discounts? | Yes — full pre-discount price | No — discounts are subtracted |
| Best for | Measuring demand volume and market share | Measuring actual business performance and profitability |
| Who tracks it | Marketplaces, e-commerce brands, investors | Finance teams, operators, board reporting |
GMV measures how much commerce flows through the business. Net revenue measures how much the business keeps. Operators need both. GMV without net revenue overstates the business. Net revenue without GMV hides demand trends and return-rate problems.
Gross merchandise value is the total dollar amount of everything sold through your business before returns, refunds, and discounts are subtracted. If you sold 1,000 units at $50 each, your GMV is $50,000 — regardless of how many were returned or discounted. It measures transaction volume, not profit.
It depends on the category. D2C consumables typically convert 80-90% of GMV to net revenue. Apparel converts 60-72% due to higher return rates and discount depth. A declining ratio over time is the signal to investigate, regardless of the absolute number.
Multiply the total sales price by units sold across all channels. Include the full transaction price before discounts, returns, or fees. For example, 4,200 units at $85 equals $357,000 in GMV. Do not subtract returns or discounts — those deductions appear in the net revenue calculation.
GMV is the gross total of all transactions. Revenue is what remains after returns, refunds, discounts, and cancellations. A company with $1M GMV and a 75% conversion rate collects $750K in net revenue. GMV shows demand. Revenue shows what the business actually earned.
Weekly for operational monitoring, especially during promotional periods or seasonal peaks. Monthly for trend analysis and board reporting. Daily during major campaigns (Black Friday, product launches) when return rates and discount depth can shift rapidly.
GMV does not account for returns, discounts, or cancellations. A company can report 40% GMV growth while net revenue stays flat — because the growth came from deeply discounted sales with high return rates. Always pair GMV with net revenue and gross margin for an accurate picture.
Fairview is an operating intelligence platform that tracks GMV alongside net revenue and gross margin automatically. Start your free trial →
Siddharth Gangal is the founder of Fairview. He built the GMV-to-net-revenue tracking view after watching e-commerce operators celebrate top-line growth while margin quietly eroded beneath it.
Ready to see your data clearly?
10 minutes to connect. No SQL. No engineering team. Your first dashboard is built automatically.
No credit card required · Cancel anytime · Setup in under 10 minutes