Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAARA59186
MINISTAR - Palette de Maquillage Professionnelle – 12 Teintes Crème – Fond de Teint, Contour, Correcteur, Blush & Highlighter
midtail
3P
MAQUILLAGE VISAGE - CORPS
Last 4 weeks demand
14
▼ 46.2% vs prev 4w
Year-over-year
—
not enough history (need 56+ weeks)
Current stock
21
≈ 7.0 weeks of cover
Unit price
MAD 44
avg of last 30 sells · latest 2026-05-07
AAARA59186
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-06-08 · Total forecast: 151 units.
Actual
Forecast p50 (expected)
Forecast p95 (upper bound)
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?
MINISTAR - Palette de Maquillage Professionnelle – 12 Teintes Crème – Fond de Teint, Contour, Correcteur, Blush & Highlighter · in the midtail cohort · last 4 weeks 14 units, trending down -46.2% · on-hand 21 units
Signals the model saw
- Cohort: midtail (378 days of history, 156 units sold over 52 weeks)
- Volatility (CV): 0.74 — moderate
- Recent trend: last 4w = 14 units · prev 4w = 26 units
- Stockouts (last 13 weeks): none — history is reliable
- Calendar events firing in forecast window: none
Model output
| Realistic (p50) — next week | 4.5 units |
| Realistic (p50) — next 4 weeks | 20.6 units |
| Realistic (p50) — next 3 months | 56.9 units |
| Optimistic (p95) — next week | 10.3 units |
| Optimistic (p95) — next 4 weeks (reorder target) | 48.2 units |
| Optimistic (p95) — next 3 months (quarterly PO target) | 150.7 units |
| Legacy μ/wk (reorder pipeline) | 4.4 |
| Revenue exposure — optimistic, 3 months | MAD 6.6K |