Brown & Brown, Inc. BRO

Revenue Intelligence Report • 61 quarters of SEC filing data • Updated 2026-03-15

Revenue is driven by SG&A spending, with an elasticity of 0.81 (a 1% increase in SG&A yields about 0.81% higher revenue) under a log-log framework. The model, trained on 61 quarters of data, shows 2.5% MAPE accuracy and a holdout forecast of about $1.2B with actuals of $1.2B, delivering only 0.3% error. The FY revenue forecast is $5.3B, up 13.6% year over year, signaling a solid growth trajectory. Overall, SG&A provides positive but diminishing returns, and the model-backed outlook supports a constructive near-term path for investors.

Investment Thesis

Our ARDL model tracks Brown & Brown, Inc.'s revenue with exceptional precision (2.5% MAPE), indicating highly predictable cash flows. Sales & marketing spend shows a 0.81x elasticity, suggesting effective go-to-market execution.

Next FY Revenue
$5.28B
+13.6% YoY
SG&A Elasticity
0.81x
Model Accuracy
2.5% MAPE
Holdout validation: The model predicted $1.2B vs the actual $1.2B — an error of 0.3%.
Note: Brown & Brown, Inc. does not report R&D expenses separately. This analysis uses SG&A spending only.

Revenue Forecast

BRO Revenue Forecast

Quarterly Detail

QuarterModel ForecastActual95% RangeYoY GrowthStatus
Q3 2024 $1.2B $1.2B $1.1B – $1.3B +10.7% ✓ In range
Q4 2024 $1.3B $1.2B – $1.4B +24.1%
Q2 2025 $1.3B $1.2B – $1.5B +5.7%
Q3 2025 $1.3B $1.2B – $1.5B +13.0%
Q4 2025 $1.3B $1.2B – $1.5B +13.3%

How Spending Drives Revenue

BRO Spending Timing
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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