BBampaa

Lessons › Retail & Allocation › Allocation and merchandising

Retail & Allocation lesson

Forecast accuracy

The forecast is what we planned to sell. Actual is what we sold. The error is the gap between them.

Try this lesson free →
About 5–10 minutes · no sign-up needed

The idea

The forecast is what we planned to sell. Actual is what we sold. The error is the gap between them:

Formulas

1 − ABS( Forecast − Actual ) ÷ Actual

Key points

ErrorHow far off the forecast was, in units, whichever way. Audio: 1,000 − 800 = 200.
ABSTakes away the minus sign. Screen guards: 450 − 500 = −50, and ABS makes it 50.
Accuracy1 minus the error as a share of what sold. Audio: 1 − 200 ÷ 800 = 0.75, so 75%.

100% is spot on. For one product in one store, 70% to 80% is often good; whole categories should be higher.

Practice

Try each one in your head first, then open the answer.

1. Audio planned 1,000 and sold 800. What was its error, in units?
1,000 − 800 = 200 units
2. In D4, work out Cases' forecast accuracy, as a decimal (no × 100).
=1-ABS(B4-C4)/C4
3. What was the forecast accuracy for Power banks?
ABS(300 − 400) = 100, then 1 − 100 ÷ 400 = 0.75, so 75%
4. Chargers was spot on. Tap the next most accurate forecast.
Screen guards: off by 50 on 500 sold, 90% accurate.
5. Audio and Power banks were both 75% accurate. Is it the same problem?
No: Audio's bias is +25% and Power banks' is −25%. Accuracy doesn't show which way

Learn it by doing. This lesson is a short hands-on level on Bampaa: see it work, then build and write it yourself, with instant feedback.

Try this lesson free →
About 5–10 minutes · no sign-up needed