Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AABHP32257
Défroisseur vapeur à deux pôles 2400 W Black + Decker
longtail
3P
REPASSAGE - COUTURE
Last 4 weeks demand
4
▼ 33.3% vs prev 4w
Offer Stock
7
Σ Stock across 1 live offer (1P + 3P) · 2026-06-30
1P stock
0
no 1P (MARJANEMALL) stock in the 2026-06-30 snapshot
Unit price
MAD 882
avg of last 17 sells · latest 2026-05-06
AABHP32257
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-06-22 · Total forecast: 47 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?
Défroisseur vapeur à deux pôles 2400 W Black + Decker · in the longtail cohort · last 4 weeks 4 units, trending down -33.3% · on-hand 7 units
Signals the model saw
- Cohort: longtail (294 days of history, — units sold over 52 weeks)
- Volatility (CV): 0.44 — low
- Recent trend: last 4w = 4 units · prev 4w = 6 units
- Stockouts (last 13 weeks): none — history is reliable
- Calendar events firing in forecast window: none
Model output
| Realistic forecast — next week | 1.0 units |
| Realistic forecast — next 4 weeks | 4.0 units |
| Realistic forecast — next 3 months | 13.5 units |
| Optimistic — next week | 2.7 units |
| Optimistic — next 4 weeks (reorder target) | 12.2 units |
| Optimistic — next 3 months (quarterly PO target) | 47.0 units |
| Legacy μ/wk (reorder pipeline) | 1.0 |
| Revenue exposure — optimistic, 3 months | MAD 41.5K |