Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAAAA17369
HOUSE PLUS LAUNDRY DRYER LD-2001 17,5 M MAX 10 KG
midtail
3P
MATERIEL SOIN DU LINGE
Last 4 weeks demand
27
≈ stable (0.0% vs prev 4w)
Offer Stock
247
Σ Stock across 4 live offers (1P + 3P) · 2026-10-02
1P stock
8
≈ 2.5 weeks of cover · MARJANEMALL · 2026-10-02
Unit price
MAD 100
avg of last 30 sells · latest 2026-09-28
AAAAA17369
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-09-28 · Total forecast: 209 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?
HOUSE PLUS LAUNDRY DRYER LD-2001 17,5 M MAX 10 KG · in the midtail cohort · last 4 weeks 27 units, stable demand · on-hand 8 units
Signals the model saw
- Cohort: midtail (1092 days of history, 236 units sold over 52 weeks)
- Volatility (CV): 1.41 — moderate
- Recent trend: last 4w = 27 units · prev 4w = 27 units
- Stockouts (last 13 weeks): none — history is reliable
- Calendar events firing in forecast window: none
Model output
| Realistic forecast — next week | 1.3 units |
| Realistic forecast — next 4 weeks | 5.5 units |
| Realistic forecast — next 3 months | 48.9 units |
| Planning level (p75) — next 4 weeks the order-sizing basis; demand exceeds it ~1 week in 4 | 16.3 units |
| Optimistic — next week | 14.3 units |
| Optimistic — next 4 weeks (reorder target) | 58.6 units |
| Optimistic — next 3 months (quarterly PO target) | 208.5 units |
| Legacy μ/wk (reorder pipeline) | 5.4 |
| Revenue exposure — optimistic, 3 months | MAD 20.9K |