3m Company MMM
Revenue Intelligence Report • 70 quarters of SEC filing data • Updated 2026-03-15
3m Company has a forecasted full-year revenue of $73B, a +193.5% year-over-year change, based on 70 quarters of SEC filing data. The ARDL model has 27.3% MAPE.
Investment Thesis
At 27.3% MAPE, the model captures 3m Company's broad revenue trajectory, though quarterly variability suggests sensitivity to external factors.
Next FY Revenue
$73.2B
+193.5% YoY
SG&A Elasticity
-2.67x
Model Accuracy
27.3% MAPE
Holdout validation: The model predicted $11B vs the actual $6.1B — an error of 79.9%.
⚠ Model limitation:
This company shows negative spending multipliers, meaning increases in spending have not directly translated into revenue growth. This typically occurs with commodity-driven companies or hypergrowth companies.
Note:
3m Company does not report R&D expenses separately. This analysis uses SG&A spending only.
Investor insight:
Actual revenue ($6.1B) came in 80% below the spending-based forecast ($11B). This suggests spending is not yet translating to revenue at historical rates.
Revenue Forecast
Quarterly Detail
| Quarter | Model Forecast | Actual | 95% Range | YoY Growth | Status |
|---|---|---|---|---|---|
| Q4 2025 | $11B | $6.1B | $5.3B – $23B | +83.6% | ✓ In range |
| Q2 2026 | $13B | $4.6B – $36B | +114.2% | ||
| Q3 2026 | $17B | $4.9B – $61B | +174.4% | ||
| Q4 2026 | $23B | $5.4B – $100B | +257.4% | ||
| Q1 2027 | $20B | $3.9B – $101B | +222.3% |
Seasonal Factors
Multiplicative seasonal adjustment:
These factors capture 3m Company'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) | 1.1553 | +15.5% | +15.5% above trend | 17 |
| FQ2 (Dec–Feb) | 0.9305 | -7.0% | -7.0% below trend | 17 |
| FQ3 (Mar–May) | 1.0049 | +0.5% | In line with trend | 16 |
| FQ4 (Jun–Aug) | 1.0728 | +7.3% | +7.3% above trend | 16 |
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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