Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAF54551101200207679
Meuble de rangement Multicube 3 niveaux – Bibliothèque – Coloris Sage Green
longtail
3P
MEUBLES BEBE
OUT OF STOCK
Last 4 weeks demand
37
▲ 60.9% vs prev 4w
Offer Stock
16
Σ Stock across 3 live offers (1P + 3P) · 2026-10-02
1P stock
0
no 1P (MARJANEMALL) stock in the 2026-10-02 snapshot
Unit price
MAD 154
avg of last 30 sells · latest 2026-09-20
AAF54551101200207679
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-09-28 · Total forecast: 152 units.
Actual
Realistic forecast (p50)
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?
Meuble de rangement Multicube 3 niveaux – Bibliothèque – Coloris Sage Green · in the longtail cohort · last 4 weeks 37 units, trending up +60.9% · on-hand 0 units (OUT OF STOCK)
Signals the model saw
- Cohort: longtail (189 days of history, — units sold over 52 weeks)
- Volatility (CV): 1.67 — high (lumpy)
- Recent trend: last 4w = 37 units · prev 4w = 23 units
- Stockouts (last 13 weeks): none — history is reliable
- Calendar events firing in forecast window: none
Model output
| Realistic forecast — next week | 1.4 units |
| Realistic forecast — next 4 weeks | 4.5 units |
| Realistic forecast — next 3 months | 28.6 units |
| Planning level (p75) — next 4 weeks the order-sizing basis; demand exceeds it ~1 week in 4 | 10.7 units |
| Optimistic — next week | 17.6 units |
| Optimistic — next 4 weeks (reorder target) | 60.7 units |
| Optimistic — next 3 months (quarterly PO target) | 152.1 units |
| Legacy μ/wk (reorder pipeline) | — |
| Revenue exposure — optimistic, 3 months | MAD 23.4K |