Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAALV78455
01 PIECE Masque en Ampoule de collagène, Anti-âge, contrôle du sébum, éclaircissant, blanchissant
longtail
3P
CORPS ET VISAGE
OUT OF STOCK
Last 4 weeks demand
0
≈ stable (0.0% vs prev 4w)
Offer Stock
0
Σ Stock across 1 live offer
1P stock
0
not in latest 1P warehouse snapshot
Unit price
MAD 8
avg of last 30 sells · latest 2026-05-06
AAALV78455
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-06-22 · 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?
01 PIECE Masque en Ampoule de collagène, Anti-âge, contrôle du sébum, éclaircissant, blanchissant · in the longtail cohort · last 4 weeks 0 units, stable demand · on-hand 0 units (OUT OF STOCK)
Signals the model saw
- Cohort: longtail (532 days of history, 13 units sold over 52 weeks)
- Volatility (CV): 1.01 — moderate
- Recent trend: last 4w = 0 units · prev 4w = 0 units
- Stockouts (last 13 weeks): none — history is reliable
- Calendar events firing in forecast window: none
Model output
| Realistic forecast — next week | 1.2 units |
| Realistic forecast — next 4 weeks | 4.8 units |
| Realistic forecast — next 3 months | 15.1 units |
| Optimistic — next week | 3.8 units |
| Optimistic — next 4 weeks (reorder target) | 17.8 units |
| Optimistic — next 3 months (quarterly PO target) | 57.3 units |
| Legacy μ/wk (reorder pipeline) | 1.2 |
| Revenue exposure — optimistic, 3 months | MAD 437 |