Shopify Inc. SHOP
Revenue Intelligence Report • 8 quarters of SEC filing data • Updated 2026-03-15
Shopify Inc. has a forecasted full-year revenue of $14B, a +19.4% year-over-year change, based on 8 quarters of SEC filing data. Key revenue drivers include SG&A (elasticity 1.49x). The ARDL model has 9.5% MAPE.
Investment Thesis
At 9.5% MAPE, the model captures Shopify Inc.'s broad revenue trajectory, though quarterly variability suggests sensitivity to external factors. Sales & marketing spend shows a 1.49x elasticity, suggesting effective go-to-market execution.
Next FY Revenue
$13.8B
+19.4% YoY
SG&A Elasticity
1.49x
Model Accuracy
9.5% MAPE
Holdout validation: The model predicted $3.0B vs the actual $3.7B — an error of 17.0%.
Note:
Shopify Inc. does not report R&D expenses separately. This analysis uses SG&A spending only.
Investor insight:
Actual revenue ($3.7B) came in 17% above the spending-based forecast ($3.0B). This suggests that Shopify Inc.'s recent revenue growth is driven significantly by external demand factors — such as market pricing, product cycle tailwinds, or structural demand shifts — beyond what its R&D and SG&A spending alone would predict.
Revenue Forecast
Quarterly Detail
| Quarter | Model Forecast | Actual | 95% Range | YoY Growth | Status |
|---|---|---|---|---|---|
| Q4 2025 | $3.0B | $3.7B | $2.4B – $3.8B | +8.4% | ✓ In range |
| Q2 2026 | $3.2B | $2.3B – $4.4B | +35.7% | ||
| Q3 2026 | $3.4B | $2.3B – $4.9B | +25.4% | ||
| Q4 2026 | $3.5B | $2.3B – $5.5B | +24.0% | ||
| Q1 2027 | $3.7B | $2.3B – $6.1B | +0.8% |
How Spending Drives Revenue
Reading this chart:
Each line shows the cumulative elasticity — how a 1% increase in spending translates to revenue growth over subsequent quarters. The effect builds over 4-5 quarters as investments compound.
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