Ralph Lauren Corporation RL
Revenue Intelligence Report • 47 quarters of SEC filing data • Updated 2026-03-15
Ralph Lauren Corporation has a forecasted full-year revenue of $8.6B, a +3.6% year-over-year change, based on 47 quarters of SEC filing data. Key revenue drivers include SG&A ($1.86 per $1). The ARDL model achieves strong accuracy at 3.2% MAPE.
Investment Thesis
The econometric model achieves strong accuracy (3.2% MAPE), suggesting Ralph Lauren Corporation's revenue trajectory is well-characterized by its spending patterns. Each $1 of SG&A spending generates $1.86 in revenue, reflecting strong commercial efficiency.
Next FY Revenue
$8.58B
+3.6% YoY
SG&A Multiplier
$1.86 per $1
Model Accuracy
3.2% MAPE
Holdout validation: The model predicted $2.0B vs the actual $2.4B — an error of 15.1%.
Note:
Ralph Lauren Corporation does not report R&D expenses separately. This analysis uses SG&A spending only.
Investor insight:
Actual revenue ($2.4B) came in 15% above the spending-based forecast ($2.0B). This suggests that Ralph Lauren Corporation'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 | $2.0B | $2.4B | $1.9B – $2.2B | +18.4% | ✗ Outside range |
| Q1 2026 | $2.1B | $2.0B – $2.3B | -0.9% | ||
| Q2 2026 | $2.0B | $1.8B – $2.2B | +18.2% | ||
| Q3 2026 | $2.2B | $1.9B – $2.4B | +8.6% | ||
| Q4 2026 | $2.2B | $2.0B – $2.5B | -7.0% |
Seasonal Factors
Multiplicative seasonal adjustment:
These factors capture Ralph Lauren Corporation's systematic quarterly revenue patterns relative to the trend model.
A factor of 1.05 means that quarter typically runs 5% above the underlying trend; 0.95 means 5% below.
Factors are computed as the median of (actual / fitted) across all available quarters.
| Fiscal Quarter | Seasonal Factor | vs Trend | Interpretation | Obs. |
|---|---|---|---|---|
| FQ1 (Sep–Nov) | 1.008 | +0.8% | In line with trend | 14 |
| FQ2 (Dec–Feb) | 1.0097 | +1.0% | In line with trend | 15 |
| FQ3 (Mar–May) | 1.0 | +0.0% | In line with trend | 0 |
| FQ4 (Jun–Aug) | 1.007 | +0.7% | In line with trend | 14 |
How Spending Drives Revenue
Reading this chart:
Each line shows the cumulative revenue generated per $1 spent over subsequent quarters. The effect builds over 4-5 quarters as investments mature.
Want this analysis for your portfolio?
I build custom revenue intelligence reports for investors and companies using SEC filing data, econometric modeling, and AI-powered insights.
Get in Touch