Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAAAA23038
Hyaluron Expert - Sérum repulpant à l'acide hyaluronique 30ml
longtail
1P + 3P
CORPS ET VISAGE
Last 4 weeks demand
4
≈ stable (0.0% vs prev 4w)
Offer Stock
77
Σ Stock across 6 live offers (1P + 3P) · 2026-08-05
1P stock
32
≈ 15.1 weeks of cover · MARJANEMALL · 2026-08-05
Unit price
MAD 123
avg of last 30 sells · latest 2026-07-27
AAAAA23038
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-08-03 · Total forecast: 57 units.
Actual
Realistic forecast
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?
Hyaluron Expert - Sérum repulpant à l'acide hyaluronique 30ml · in the longtail cohort · last 4 weeks 4 units, stable demand · on-hand 32 units
Signals the model saw
- Cohort: longtail (1183 days of history, 129 units sold over 52 weeks)
- Volatility (CV): 0.71 — moderate
- Recent trend: last 4w = 4 units · prev 4w = 4 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 | 7.4 units |
| Realistic forecast — next 3 months | 26.1 units |
| Optimistic — next week | 3.5 units |
| Optimistic — next 4 weeks (reorder target) | 15.5 units |
| Optimistic — next 3 months (quarterly PO target) | 56.6 units |
| Legacy μ/wk (reorder pipeline) | 1.2 |
| Revenue exposure — optimistic, 3 months | MAD 7.0K |