Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · ESS1740773773922
Essence - Huile Lèvres Hydra Kiss - 08 Mocha Glow
midtail
3P
MAQUILLAGE VISAGE - CORPS
Last 4 weeks demand
10
▲ 11.1% vs prev 4w
Offer Stock
50
Σ Stock across 2 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 2026-09-26
ESS1740773773922
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-09-28 · Total forecast: 356 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?
Essence - Huile Lèvres Hydra Kiss - 08 Mocha Glow · in the midtail cohort · last 4 weeks 10 units, trending up +11.1% · on-hand 51 units
Signals the model saw
- Cohort: midtail (420 days of history, 302 units sold over 52 weeks)
- Volatility (CV): 1.01 — moderate
- Recent trend: last 4w = 10 units · prev 4w = 9 units
- Stockouts (last 13 weeks): none — history is reliable
- Calendar events firing in forecast window: none
Model output
| Realistic forecast — next week | 1.7 units |
| Realistic forecast — next 4 weeks | 9.5 units |
| Realistic forecast — next 3 months | 107.4 units |
| Planning level (p75) — next 4 weeks the order-sizing basis; demand exceeds it ~1 week in 4 | 19.0 units |
| Optimistic — next week | 17.1 units |
| Optimistic — next 4 weeks (reorder target) | 76.2 units |
| Optimistic — next 3 months (quarterly PO target) | 356.3 units |
| Legacy μ/wk (reorder pipeline) | 8.7 |
| Revenue exposure — optimistic, 3 months | MAD 10.9K |