Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAAOT47603
Set de 12 pinces à linge en plastique EFC1164
longtail
3P
MATERIEL SOIN DU LINGE
OUT OF STOCK
Last 4 weeks demand
21
▲ 31.2% vs prev 4w
Offer Stock
73
Σ Stock across 2 live offers (1P + 3P) · 2026-08-05
1P stock
0
no 1P (MARJANEMALL) stock in the 2026-08-05 snapshot
Unit price
MAD 13
avg of last 29 sells · latest 2026-07-29
AAAOT47603
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-08-03 · Total forecast: 156 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?
Set de 12 pinces à linge en plastique EFC1164 · in the longtail cohort · last 4 weeks 21 units, trending up +31.2% · on-hand 0 units (OUT OF STOCK)
Signals the model saw
- Cohort: longtail (301 days of history, 60 units sold over 52 weeks)
- Volatility (CV): 1.33 — moderate
- Recent trend: last 4w = 21 units · prev 4w = 16 units
- Stockouts (last 13 weeks): none — history is reliable
- Calendar events firing in forecast window: none
Model output
| Realistic forecast — next week | 5.6 units |
| Realistic forecast — next 4 weeks | 19.8 units |
| Realistic forecast — next 3 months | 63.6 units |
| Optimistic — next week | 12.5 units |
| Optimistic — next 4 weeks (reorder target) | 47.3 units |
| Optimistic — next 3 months (quarterly PO target) | 155.6 units |
| Legacy μ/wk (reorder pipeline) | 2.6 |
| Revenue exposure — optimistic, 3 months | MAD 2.0K |