Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAAAF21015
Ghassoul / Rhassoul Marocain en poudre 1 kg
longtail
3P
CORPS ET VISAGE
Last 4 weeks demand
5
▼ 28.6% vs prev 4w
Offer Stock
12
Σ Stock across 1 live offer (1P + 3P) · 2026-08-05
1P stock
0
no 1P (MARJANEMALL) stock in the 2026-08-05 snapshot
Unit price
MAD 19
avg of last 30 sells · latest 2026-08-01
AAAAF21015
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-08-03 · Total forecast: 373 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?
Ghassoul / Rhassoul Marocain en poudre 1 kg · in the longtail cohort · last 4 weeks 5 units, trending down -28.6% · on-hand 12 units
Signals the model saw
- Cohort: longtail (1043 days of history, 344 units sold over 52 weeks)
- Volatility (CV): 1.48 — moderate
- Recent trend: last 4w = 5 units · prev 4w = 7 units
- Stockouts (last 13 weeks): none — history is reliable
- Calendar events firing in forecast window: none
Model output
| Realistic forecast — next week | 4.2 units |
| Realistic forecast — next 4 weeks | 21.5 units |
| Realistic forecast — next 3 months | 125.3 units |
| Optimistic — next week | 10.2 units |
| Optimistic — next 4 weeks (reorder target) | 50.7 units |
| Optimistic — next 3 months (quarterly PO target) | 373.4 units |
| Legacy μ/wk (reorder pipeline) | 4.6 |
| Revenue exposure — optimistic, 3 months | MAD 7.0K |