Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAAAE94607
Derma Roller System avec des aiguilles de titanium 0.5mm Premium
hero
3P
CORPS ET VISAGE
Last 4 weeks demand
2
▲ 100.0% vs prev 4w
Offer Stock
1,102
Σ Stock across 3 live offers (1P + 3P) · 2026-10-02
1P stock
0
no 1P (MARJANEMALL) stock in the 2026-10-02 snapshot
Unit price
MAD 14
avg of last 30 sells · latest 2026-09-29
AAAAE94607
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-09-28 · Total forecast: 164 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?
Derma Roller System avec des aiguilles de titanium 0.5mm Premium · in the hero cohort · last 4 weeks 2 units, trending up +100.0% · on-hand 1103 units
Signals the model saw
- Cohort: hero (1155 days of history, 198 units sold over 52 weeks)
- Volatility (CV): 1.33 — moderate
- Recent trend: last 4w = 2 units · prev 4w = 1 units
- Stockouts (last 13 weeks): 1 week → past demand likely understated
- Calendar events firing in forecast window: none
Model output
| Realistic forecast — next week | 0.0 units |
| Realistic forecast — next 4 weeks | 0.5 units |
| Realistic forecast — next 3 months | 42.5 units |
| Planning level (p75) — next 4 weeks the order-sizing basis; demand exceeds it ~1 week in 4 | 4.8 units |
| Optimistic — next week | 4.9 units |
| Optimistic — next 4 weeks (reorder target) | 28.0 units |
| Optimistic — next 3 months (quarterly PO target) | 163.6 units |
| Legacy μ/wk (reorder pipeline) | 3.8 |
| Revenue exposure — optimistic, 3 months | MAD 2.2K |