Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · VIL4023103147737
VILEDA Set Easywring clean balai + seau à essorage rotatif
longtail
3P
MATERIEL D'ENTRETIEN
Last 4 weeks demand
17
▲ 142.9% vs prev 4w
Offer Stock
43
Σ Stock across 3 live offers (1P + 3P) · 2026-08-05
1P stock
0
no 1P (MARJANEMALL) stock in the 2026-08-05 snapshot
Unit price
MAD 378
avg of last 30 sells · latest 2026-08-01
VIL4023103147737
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-08-03 · Total forecast: 77 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?
VILEDA Set Easywring clean balai + seau à essorage rotatif · in the longtail cohort · last 4 weeks 17 units, trending up +142.9% · on-hand 47 units
Signals the model saw
- Cohort: longtail (1162 days of history, 74 units sold over 52 weeks)
- Volatility (CV): 0.73 — moderate
- Recent trend: last 4w = 17 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 | 4.1 units |
| Realistic forecast — next 4 weeks | 14.3 units |
| Realistic forecast — next 3 months | 44.3 units |
| Optimistic — next week | 6.0 units |
| Optimistic — next 4 weeks (reorder target) | 24.0 units |
| Optimistic — next 3 months (quarterly PO target) | 77.1 units |
| Legacy μ/wk (reorder pipeline) | 2.3 |
| Revenue exposure — optimistic, 3 months | MAD 29.1K |