Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAAAA22203
L'Oréal Elsève - Huile Extraordinaire - S Shampooing nutrition cheveux très secs 600ML
longtail
3P
CAPILLAIRE
Last 4 weeks demand
0
≈ stable (0.0% vs prev 4w)
Offer Stock
94
Σ Stock across 4 live offers (1P + 3P) · 2026-10-02
1P stock
0
no 1P (MARJANEMALL) stock in the 2026-10-02 snapshot
Unit price
MAD 45
avg of last 30 sells · latest 2026-06-15
AAAAA22203
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-09-28 · Total forecast: 73 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?
L'Oréal Elsève - Huile Extraordinaire - S Shampooing nutrition cheveux très secs 600ML · in the longtail cohort · last 4 weeks 0 units, stable demand · on-hand 130 units
Signals the model saw
- Cohort: longtail (1113 days of history, 32 units sold over 52 weeks)
- Volatility (CV): 0.90 — moderate
- Recent trend: last 4w = 0 units · prev 4w = 0 units
- Stockouts (last 13 weeks): 9 weeks → past demand likely understated
- Calendar events firing in forecast window: none
Model output
| Realistic forecast — next week | 0.0 units |
| Realistic forecast — next 4 weeks | 0.0 units |
| Realistic forecast — next 3 months | 13.1 units |
| Planning level (p75) — next 4 weeks the order-sizing basis; demand exceeds it ~1 week in 4 | 0.9 units |
| Optimistic — next week | 5.5 units |
| Optimistic — next 4 weeks (reorder target) | 24.2 units |
| Optimistic — next 3 months (quarterly PO target) | 73.0 units |
| Legacy μ/wk (reorder pipeline) | — |
| Revenue exposure — optimistic, 3 months | MAD 3.3K |