Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAAMQ25235
Huile capillaire - Balea - Oil Repair - 100 ml - Cheveux abîmés - Hydratant
midtail
3P
CAPILLAIRE
Last 4 weeks demand
20
▼ 51.2% vs prev 4w
Offer Stock
27
Σ Stock across 5 live offers (1P + 3P) · 2026-10-02
1P stock
0
no 1P (MARJANEMALL) stock in the 2026-10-02 snapshot
Unit price
MAD 31
avg of last 30 sells · latest 2026-09-27
AAAMQ25235
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-09-28 · Total forecast: 238 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?
Huile capillaire - Balea - Oil Repair - 100 ml - Cheveux abîmés - Hydratant · in the midtail cohort · last 4 weeks 20 units, trending down -51.2% · on-hand 27 units
Signals the model saw
- Cohort: midtail (679 days of history, 425 units sold over 52 weeks)
- Volatility (CV): 0.92 — moderate
- Recent trend: last 4w = 20 units · prev 4w = 41 units
- Stockouts (last 13 weeks): none — history is reliable
- Calendar events firing in forecast window: none
Model output
| Realistic forecast — next week | 1.8 units |
| Realistic forecast — next 4 weeks | 8.6 units |
| Realistic forecast — next 3 months | 56.8 units |
| Planning level (p75) — next 4 weeks the order-sizing basis; demand exceeds it ~1 week in 4 | 22.1 units |
| Optimistic — next week | 15.2 units |
| Optimistic — next 4 weeks (reorder target) | 85.4 units |
| Optimistic — next 3 months (quarterly PO target) | 237.5 units |
| Legacy μ/wk (reorder pipeline) | 5.0 |
| Revenue exposure — optimistic, 3 months | MAD 7.4K |