Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAALX69235
Présentoir rond 2 étages - support rotatif - palette d’exposition compact, polyvalent - 24,9 x 24,9 x 25,9 cm
longtail
3P
SERVICE DE TABLE
OUT OF STOCK
Last 4 weeks demand
8
▲ 300.0% vs prev 4w
Offer Stock
20
Σ Stock across 1 live offer (1P + 3P) · 2026-08-05
1P stock
0
no 1P (MARJANEMALL) stock in the 2026-08-05 snapshot
Unit price
MAD 60
avg of last 30 sells · latest 2026-07-31
AAALX69235
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-08-03 · Total forecast: 120 units.
Actual
Realistic forecast
Optimistic
Out of stock
Price history
Weekly qty-weighted average (MAD) of every non-null price/cost column in the OrderBook for this SKU. Click a legend entry to hide/show a line.
Why this forecast?
Présentoir rond 2 étages - support rotatif - palette d’exposition compact, polyvalent - 24,9 x 24,9 x 25,9 cm · in the longtail cohort · last 4 weeks 8 units, trending up +300.0% · on-hand 0 units (OUT OF STOCK)
Signals the model saw
- Cohort: longtail (602 days of history, 133 units sold over 52 weeks)
- Volatility (CV): 0.97 — moderate
- Recent trend: last 4w = 8 units · prev 4w = 2 units
- Stockouts (last 13 weeks): none — history is reliable
- Calendar events firing in forecast window: none
Model output
| Realistic forecast — next week | 4.8 units |
| Realistic forecast — next 4 weeks | 18.8 units |
| Realistic forecast — next 3 months | 65.6 units |
| Optimistic — next week | 7.8 units |
| Optimistic — next 4 weeks (reorder target) | 30.8 units |
| Optimistic — next 3 months (quarterly PO target) | 120.1 units |
| Legacy μ/wk (reorder pipeline) | 3.3 |
| Revenue exposure — optimistic, 3 months | MAD 7.2K |