Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAAEY88909
Palette de maquillage, Kit complet professionnel.Couleurs Aléatoires.
longtail
3P
MAQUILLAGE VISAGE - CORPS
Last 4 weeks demand
1
▼ 66.7% vs prev 4w
Offer Stock
23
Σ Stock across 3 live offers
1P stock
0
not in latest 1P warehouse snapshot
Unit price
MAD 44
avg of last 30 sells · latest 2026-05-01
AAAEY88909
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-06-22 · Total forecast: 43 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?
Palette de maquillage, Kit complet professionnel.Couleurs Aléatoires. · in the longtail cohort · last 4 weeks 1 units, trending down -66.7% · on-hand 23 units
Signals the model saw
- Cohort: longtail (721 days of history, 28 units sold over 52 weeks)
- Volatility (CV): 0.44 — low
- Recent trend: last 4w = 1 units · prev 4w = 3 units
- Stockouts (last 13 weeks): none — history is reliable
- Calendar events firing in forecast window: none
Model output
| Realistic forecast — next week | 1.0 units |
| Realistic forecast — next 4 weeks | 4.0 units |
| Realistic forecast — next 3 months | 13.2 units |
| Optimistic — next week | 3.0 units |
| Optimistic — next 4 weeks (reorder target) | 12.3 units |
| Optimistic — next 3 months (quarterly PO target) | 42.7 units |
| Legacy μ/wk (reorder pipeline) | 1.0 |
| Revenue exposure — optimistic, 3 months | MAD 1.9K |