Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAF5458303100325008
Étagère de rangement 2 niveaux en bois – 36 H x 27,5 x 41 cm
longtail
1P + 3P
MEUBLE DE SEJOUR - ENTREE
Last 4 weeks demand
3
≈ stable (0.0% vs prev 4w)
Offer Stock
22
Σ Stock across 3 live offers (1P + 3P) · 2026-10-14
1P stock
8
≈ 14.0 weeks of cover · MARJANEMALL · 2026-10-14
Unit price
MAD 94
avg of last 15 sells · latest 2026-10-04
AAF5458303100325008
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-10-12 · Total forecast: 101 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?
Étagère de rangement 2 niveaux en bois – 36 H x 27,5 x 41 cm · in the longtail cohort · last 4 weeks 3 units, stable demand · on-hand 8 units
Signals the model saw
- Cohort: longtail (189 days of history, — units sold over 52 weeks)
- Volatility (CV): 0.47 — low
- Recent trend: last 4w = 3 units · prev 4w = 3 units
- Stockouts (last 13 weeks): none — history is reliable
- Calendar events firing in forecast window: none
Model output
| Realistic forecast — next week | 0.4 units |
| Realistic forecast — next 4 weeks | 1.2 units |
| Realistic forecast — next 3 months | 2.8 units |
| Planning level (p75) — next 4 weeks the order-sizing basis; demand exceeds it ~1 week in 4 | 6.4 units |
| Optimistic — next week | 7.8 units |
| Optimistic — next 4 weeks (reorder target) | 32.3 units |
| Optimistic — next 3 months (quarterly PO target) | 100.8 units |
| Legacy μ/wk (reorder pipeline) | — |
| Revenue exposure — optimistic, 3 months | MAD 9.5K |