Operating Principle

2–4 min read

Sales Forecasts Are Optimistic Because Reps Are Rewarded for It

Sales Forecasts Are Optimistic Because Reps Are Rewarded for It

Sales Forecasts Are Optimistic Because Reps Are Rewarded for It

Forecasts reflect reporting incentives as much as deal likelihood.

Forecasts reflect reporting incentives as much as deal likelihood.

Forecasts reflect reporting incentives as much as deal likelihood.

Optimism and sandbagging are structural distortions, not neutral estimation errors.

Optimism and sandbagging are structural distortions, not neutral estimation errors.

Optimism and sandbagging are structural distortions, not neutral estimation errors.

Optimism and sandbagging are structural distortions, not neutral estimation errors.

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Operating Question

What buyer, incentive, buying-group, or conversation dynamic is actually shaping the deal?

What buyer, incentive, buying-group, or conversation dynamic is actually shaping the deal?

What buyer, incentive, buying-group, or conversation dynamic is actually shaping the deal?

Why It Matters

Optimism and sandbagging are structural distortions, not neutral estimation errors.

Supporting Evidence

Sales forecasting research; Kahneman and Tversky on planning fallacy.

Research Notes

Match the practice to deal complexity, buying context, and the actual sales motion before generalizing.

Practical Actions

Track individual accuracy; adjust patterns; audit incentives.

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