Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAABD98642
PLANTIL HUILE DE BEAUTE A LA ROSE 60ML
longtail
1P + 3P
CORPS ET VISAGE
Last 4 weeks demand
0
▼ 100.0% vs prev 4w
Offer Stock
81
Σ Stock across 5 live offers (1P + 3P) · 2026-10-02
1P stock
28
≈ 32.5 weeks of cover · MARJANEMALL · 2026-10-02
Unit price
MAD 22
avg of last 30 sells · latest 2026-09-06
AAABD98642
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-09-28 · Total forecast: 35 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?
PLANTIL HUILE DE BEAUTE A LA ROSE 60ML · in the longtail cohort · last 4 weeks 0 units, trending down -100.0% · on-hand 28 units
Signals the model saw
- Cohort: longtail (798 days of history, 33 units sold over 52 weeks)
- Volatility (CV): 0.60 — moderate
- Recent trend: last 4w = 0 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 | 0.0 units |
| Realistic forecast — next 4 weeks | 0.3 units |
| Realistic forecast — next 3 months | 5.3 units |
| Planning level (p75) — next 4 weeks the order-sizing basis; demand exceeds it ~1 week in 4 | 2.2 units |
| Optimistic — next week | 3.2 units |
| Optimistic — next 4 weeks (reorder target) | 14.5 units |
| Optimistic — next 3 months (quarterly PO target) | 34.5 units |
| Legacy μ/wk (reorder pipeline) | 1.1 |
| Revenue exposure — optimistic, 3 months | MAD 744 |