Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAAMZ50567
Rangement Chaussure 4 Étages - Multi-usage Gain de Place
longtail
3P
MEUBLE DE SEJOUR - ENTREE
Last 4 weeks demand
14
▼ 6.7% vs prev 4w
Offer Stock
12
Σ Stock across 1 live offer (1P + 3P) · 2026-10-14
1P stock
0
no 1P (MARJANEMALL) stock in the 2026-10-14 snapshot
Unit price
MAD 48
avg of last 30 sells · latest 2026-10-02
AAAMZ50567
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-10-05 · Total forecast: 75 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?
Rangement Chaussure 4 Étages - Multi-usage Gain de Place · in the longtail cohort · last 4 weeks 14 units, trending down -6.7% · on-hand 12 units
Signals the model saw
- Cohort: longtail (658 days of history, 53 units sold over 52 weeks)
- Volatility (CV): 0.72 — moderate
- Recent trend: last 4w = 14 units · prev 4w = 15 units
- Stockouts (last 13 weeks): none — history is reliable
- Calendar events firing in forecast window: none
Model output
| Realistic forecast — next week | 2.0 units |
| Realistic forecast — next 4 weeks | 8.3 units |
| Realistic forecast — next 3 months | 17.9 units |
| Planning level (p75) — next 4 weeks the order-sizing basis; demand exceeds it ~1 week in 4 | 12.3 units |
| Optimistic — next week | 7.6 units |
| Optimistic — next 4 weeks (reorder target) | 22.8 units |
| Optimistic — next 3 months (quarterly PO target) | 74.7 units |
| Legacy μ/wk (reorder pipeline) | 2.3 |
| Revenue exposure — optimistic, 3 months | MAD 3.6K |