Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAE9A40532110015630
Labello Baume à Lèvres- Fruity Shine Fraise - 2x4.8g
midtail
1P
MAQUILLAGE VISAGE - CORPS
Last 4 weeks demand
23
▲ 91.7% vs prev 4w
Offer Stock
91
Σ Stock across 1 live offer (1P + 3P) · 2026-10-02
1P stock
91
≈ 29.0 weeks of cover · MARJANEMALL · 2026-10-02
Unit price
MAD 37
avg of last 30 sells · latest 2026-09-28
AAE9A40532110015630
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-09-28 · Total forecast: 132 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?
Labello Baume à Lèvres- Fruity Shine Fraise - 2x4.8g · in the midtail cohort · last 4 weeks 23 units, trending up +91.7% · on-hand 91 units
Signals the model saw
- Cohort: midtail (336 days of history, — units sold over 52 weeks)
- Volatility (CV): 0.79 — moderate
- Recent trend: last 4w = 23 units · prev 4w = 12 units
- Stockouts (last 13 weeks): none — history is reliable
- Calendar events firing in forecast window: none
Model output
| Realistic forecast — next week | 1.6 units |
| Realistic forecast — next 4 weeks | 7.7 units |
| Realistic forecast — next 3 months | 28.9 units |
| Planning level (p75) — next 4 weeks the order-sizing basis; demand exceeds it ~1 week in 4 | 15.9 units |
| Optimistic — next week | 12.3 units |
| Optimistic — next 4 weeks (reorder target) | 55.5 units |
| Optimistic — next 3 months (quarterly PO target) | 131.9 units |
| Legacy μ/wk (reorder pipeline) | 5.3 |
| Revenue exposure — optimistic, 3 months | MAD 4.9K |