Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAALX15336
Tuyau d'arrosage renforcé antivrille 50m pour jardin et ménage Haute Qualité
longtail
3P
ARROSAGE
Last 4 weeks demand
1
new activity (no prior baseline)
Offer Stock
998
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 242
avg of last 24 sells · latest 2026-07-21
AAALX15336
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-08-03 · Total forecast: 59 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?
Tuyau d'arrosage renforcé antivrille 50m pour jardin et ménage Haute Qualité · in the longtail cohort · last 4 weeks 1 units, new activity (no prior baseline) · on-hand 999 units
Signals the model saw
- Cohort: longtail (609 days of history, 22 units sold over 52 weeks)
- Volatility (CV): 0.70 — moderate
- Recent trend: last 4w = 1 units · prev 4w = 0 units
- Stockouts (last 13 weeks): none — history is reliable
- Calendar events firing in forecast window: none
Model output
| Realistic forecast — next week | 1.7 units |
| Realistic forecast — next 4 weeks | 7.1 units |
| Realistic forecast — next 3 months | 28.2 units |
| Optimistic — next week | 3.5 units |
| Optimistic — next 4 weeks (reorder target) | 15.3 units |
| Optimistic — next 3 months (quarterly PO target) | 59.1 units |
| Legacy μ/wk (reorder pipeline) | 1.3 |
| Revenue exposure — optimistic, 3 months | MAD 14.3K |