At&t Inc. T

Revenue Intelligence Report • 70 quarters of SEC filing data • Updated 2026-03-15

AT&T’s FY revenue of $122B fell 3.3% YoY, and our econometric model shows SG&A elasticity of 0.91x, meaning SG&A spend moves revenue nearly proportionally. With the topline shrinking, this suggests SG&A is a near-term growth lever, but it isn’t delivering topline growth on its own—any rebound would likely require favorable pricing/mix or subscriber gains beyond just higher selling/admin spend. The holdout miss—predicted $30.5B vs actual $33.5B, an 8.9% error—highlights modest forecast reliability and potential model misspecification around the latest dynamics. While a 5.9% MAPE is reasonable, the growth-rate risk remains outsized given the telecom’s heavy fixed-cost base and ongoing capex for 5G/fiber, which could amplify margin pressure if revenue doesn’t recover.

Investment Thesis

The econometric model achieves strong accuracy (5.9% MAPE), suggesting At&t Inc.'s revenue trajectory is well-characterized by its spending patterns. Sales & marketing spend shows a 0.91x elasticity, suggesting effective go-to-market execution.

Next FY Revenue
$121.5B
-3.3% YoY
SG&A Elasticity
0.91x
Model Accuracy
5.9% MAPE
Holdout validation: The model predicted $31B vs the actual $33B — an error of 8.9%.
Note: At&t Inc. does not report R&D expenses separately. This analysis uses SG&A spending only.

Revenue Forecast

T Revenue Forecast

Quarterly Detail

QuarterModel ForecastActual95% RangeYoY GrowthStatus
Q4 2025 $31B $33B $25B – $37B -5.6% ✓ In range
Q2 2026 $30B $23B – $40B -0.5%
Q3 2026 $30B $22B – $43B -1.4%
Q4 2026 $30B $21B – $45B -1.2%
Q1 2027 $30B $20B – $47B -9.5%

Seasonal Factors

Multiplicative seasonal adjustment: These factors capture At&t Inc.'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 QuarterSeasonal Factorvs TrendInterpretationObs.
FQ1 (Sep–Nov) 1.0029 +0.3% In line with trend 17
FQ2 (Dec–Feb) 1.0315 +3.2% +3.2% above trend 17
FQ3 (Mar–May) 0.9877 -1.2% In line with trend 16
FQ4 (Jun–Aug) 0.991 -0.9% In line with trend 17

How Spending Drives Revenue

T 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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