Revenue & ROAS
Why this matters for your business
The hardest financial question in e-commerce: are we profitable? Not "did revenue go up" — that's easy. But what's left after ad spend, COGS, fulfillment, returns, platform fees? Most stores can't answer this in real-time. They learn the answer when the accountant closes the month, by which point the period is over and the data is too old to act on.
Revenue & ROAS dashboards turn this into a real-time question. Revenue is broken down by channel, product, cohort, segment. ROAS is computed multi-touch (cross-platform, not Meta-only). True margin views deduct ad cost, COGS, and fulfillment to show what actually fell to the bottom line. The result: operators make spending decisions on profit, not vanity revenue.
What this typically unlocks
| Outcome | Result |
|---|---|
| Real-time "are we profitable?" | answered |
| Channels you can defend | all (with margin math) |
| Decisions made on margin (not revenue) | +200% |
| Time to monthly P&L close | −5 days typical |
| Product-level profitability visibility | per-SKU |
What you actually get
| View | Use |
|---|---|
| Revenue dashboard | Total + by channel/product/cohort/segment |
| ROAS dashboard | Multi-touch, not platform-internal |
| True-margin view (Pro+) | Revenue − ad cost − COGS − fulfillment |
| Cohort retention curves | Revenue per cohort over time |
| Product profitability | Per-SKU margin (with COGS upload) |
| White-label reports (Agency+) | Branded for client presentations |
Real merchant scenarios
Scenario A — Brand kills "great ROAS" channel
Setup. Meta retargeting reported 4.2× ROAS. Looked great.
True-margin analysis: ROAS was on revenue. Subtract ad cost (already counted), COGS (45% of revenue), fulfillment (8% of revenue), and the true margin was -8% — losing money.
Decision: Killed the campaign. Reallocated spend to new-customer acquisition with positive margin profile.
Scenario B — Cohort analysis reveals retention edge
Setup. Brand sees cohort retention curves: Q1 cohort month-12 retention 22%; Q3 cohort 31%.
Investigation: Q3 cohort got new welcome series. The journey was driving long-term retention, not just first-order rate.
Decision: Doubled down on welcome-series investment.
Scenario C — Per-SKU profitability surfaces dead weight
Setup. Brand uploaded COGS for every SKU. Per-SKU profit view showed 12 SKUs were negative margin after fulfillment costs (small items with high pick-pack overhead).
Decision: Discontinued 8 SKUs, repriced 4. Annualized margin: +$28K.
Best practices
✅ Upload COGS for true-margin views. Without COGS, "ROAS" overstates profitability.
✅ Use cohort curves for retention insights, not just acquisition.
✅ Set agency-tier white-label reports to send weekly to clients automatically.
❌ Don't optimize on revenue alone. A 5× ROAS campaign with 60% COGS earns less than a 3× campaign with 30% COGS.
Plan tiers
| Capability | Free | Starter | Pro | Agency | Enterprise |
|---|---|---|---|---|---|
| Revenue dashboards | ✓ | ✓ | ✓ | ✓ | ✓ |
| ROAS dashboards | — | ✓ | ✓ | ✓ | ✓ |
| True-margin views (with COGS) | — | — | ✓ | ✓ | ✓ |
| Cohort retention curves | — | ✓ | ✓ | ✓ | ✓ |
| Per-SKU profitability | — | — | ✓ | ✓ | ✓ |
| White-label client reports | — | — | — | ✓ | ✓ |
| Custom revenue dimensions | — | — | — | — | ✓ |