See profit by channel. Not just revenue.
Profit intelligence is the discipline of measuring profitability — not revenue — at the level of channel, campaign, SKU, and customer. It requires connecting revenue (Stripe, Shopify) to COGS (accounting), ad spend (platforms), and fulfilment costs. The companies that survive Q4 2026 will be the ones who track margin, not GMV.
What is profit intelligence?
Profit intelligence is a category of software and operating discipline that calculates contribution margin and net profit at granular levels (channel, campaign, SKU, customer, cohort). It integrates revenue data, COGS, ad spend, fulfilment, returns, and refunds into a unified margin view — usually replacing 3–5 spreadsheets that operators previously reconciled by hand.
Why profit intelligence matters in 2026
- 01
Most DTC brands track revenue and ad ROAS, but not contribution margin — and discover too late that their best-performing channels are unprofitable.
- 02
The average DTC brand has 3–5 SKUs operating below contribution margin neutrality without knowing it.
- 03
Platform ROAS systematically overstates profitability because it excludes COGS, returns, and fulfilment.
- 04
2026 capital markets reward profitable growth, not GMV growth. Investors want margin curves, not topline curves.
- 05
Profit intelligence is the operating layer that prevents the "we are growing fast but losing more money" trap.
Core metrics & concepts
Every metric below has a definition page in the Fairview glossary — formulas, benchmarks, and worked examples.
Contribution Margin
Revenue minus all variable costs, expressed as a percentage or absolute dollar amount. Contribution margin mea
Gross Margin
Revenue minus cost of goods sold ( COGS ), expressed as a percentage of revenue. Gross margin measures how muc
Margin Intelligence
Margin intelligence is the practice of calculating gross and contribution margin by channel, segment, SKU, and
True ROAS
Return on ad spend adjusted for product returns, order cancellations, discounts, and cost of goods sold. While
Blended ROAS
Total revenue divided by total advertising spend across all paid channels, without attributing revenue to any
MER (Marketing Efficiency Ratio)
Total revenue divided by total marketing spend across all channels. MER is a channel-agnostic measure of overa
COGS (Cost of Goods Sold)
The direct costs of producing or delivering the goods a company sells, including raw materials, manufacturing,
COGS Tracking
COGS tracking = discipline of measuring COGS granularly enough for contribution margin (SKU, channel, cohort).
First Order Profitability
The profit or loss generated on a customer's initial purchase, calculated by subtracting COGS, fulfillment cos
Landed COGS
Landed COGS = ex-factory unit cost + freight + duties + customs + inbound logistics. Typically 1.18–1.35× ex-f
Cost to Serve
Cost to Serve = ongoing operational cost per customer (support + hosting + fulfilment + payment processing). B
Cost to Retain
Cost to Retain = retention-specific spend (CS retention headcount, retention marketing, loyalty, win-back). Di
Ad-to-Gross-Profit Ratio
Ad-to-GP = ad spend / gross profit. Mathematically: 1 / (aMER × Gross Margin %). Profitable D2C: 0.20–0.35. Gr
Return Margin Impact
Return Margin Impact = full gross-profit cost of returns (refunded revenue × GM% + return shipping + restockin
SKU Profitability
SKU profitability = contribution margin per individual product SKU. Revenue − COGS − fulfilment − returns − at
Frameworks operators use
The definitive guides
Long-form references on the core jobs — written for operators, not analysts. Updated 2026.
What Is Margin Intelligence? The Complete Guide
Most brands know their blended margin. Few know their true margin. Here is what margin intelligence is, the four layers
How to Find Where Your Business Is Leaking Profit
Seven systematic methods to find hidden profit leaks: channel economics, SKU profitability, customer cohorts, returns, o
Profit Intelligence vs BI: Why the Difference Matters
An operator’s side-by-side: definitions, output type, data model, weekly cadence, and when you need profit intelligence
Contribution Margin Formula for Ecommerce: A Complete Guide
Guide to contribution margin formula for ecommerce: how to calculate per unit, per order, and per channel, what variable
All profit intelligence articles
- Contribution Margin Formula: How to Calculate and Apply It
- How to Calculate True ROAS for Ecommerce (Not Blended)
- True ROAS Calculation for Ecommerce: The Complete Formula
- Blended ROAS vs True ROAS: Which Should D2C Trust?
- Blended ROAS vs True ROAS: Which Number Should You Trust?
- MER vs ROAS: Which Metric Should D2C Brands Use?
- COGS Tracking for Ecommerce: What to Include or Skip
- How to Track and Improve Gross Margin by Product Line
- SKU-Level Profitability: The Complete Guide for Ecommerce
- Return Rate for Ecommerce: Benchmarks and How to Reduce It
- Ad Spend Efficiency for D2C Brands: Metrics and Benchmarks
- The D2C Unit Economics Metrics Every Brand Must Track
- D2C Profit Tracker Template: P&L + Channel Margin
- Profit Leak Audit Template: Find Hidden Costs (Free)
- Margin Improvement Action Plan: 7 Levers, Benchmarks
- Best Profit Analytics Tools for Ecommerce (2026 Guide)
How operators use Fairview for profit intelligence
Use case
Find Profit Leaks
See where margin is leaking — before it shows up in the P&L.
Use case
SKU Profitability
See contribution margin by SKU — not just revenue.
Use case
Contribution Margin by Channel
See real margin by channel — with COGS and fulfilment included.
Use case
Cross-Channel Margin
See blended margin — not five tabs of platform-reported numbers.
Use case
True ROAS
See real ROAS — platform-reported ROAS minus the lies.
Use case
Campaign Profitability
See contribution margin by campaign — not just platform-reported ROAS.
The Fairview features that ship this
For your business model
Fairview vs. alternatives
Frequently asked
What is profit intelligence?
Software and discipline that measures contribution margin and net profit at the level of channel, campaign, SKU, or customer — not just total revenue. Connects revenue data to COGS, ad spend, returns, and fulfilment costs.
How is contribution margin calculated?
Revenue minus all variable costs attributable to that revenue: COGS, fulfilment, payment processing, ad spend, returns. The result tells you which revenue is actually worth chasing.
Why does platform ROAS overstate profitability?
Platform ROAS only counts ad spend vs. attributed revenue. It excludes COGS, fulfilment, returns, processing fees, and team time. The "real" ROAS is typically 30–50% lower than platform-reported ROAS.
What tools provide profit intelligence?
Fairview (operating intelligence with margin built in), Glew, Triple Whale (DTC-only, mostly ad attribution), Northbeam, ProfitWell (SaaS-only). Each has different coverage of the cost side.
How often should profit be reviewed?
Weekly at minimum at the channel level. Monthly at the SKU and customer cohort level. DTC brands in scaling-paid-acquisition mode should look at weekly contribution margin by channel; missing this is the most common reason "we’re growing but losing money."
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Sources & references
Fairview maintains a public bibliography for every topic hub. Each citation below was verified at publication. We update sources every 12 months as new benchmark studies are released. See our editorial standards.
- 1 DTC State of the Industry — Common Thread Collective, 2025. View source .
- 2 Shopify Plus DTC Benchmarks — Shopify, 2025. View source .
- 3 OpenStore DTC Margin Study — OpenStore, 2024. View source .
Fairview cites primary sources only — government data, academic research, industry benchmarks from named publishers, and official vendor documentation. See our editorial standards.