Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AABLS86093
Bureau simple - 1070 x 600 x 700 mm - Finition Amazone - Marron - Design épuré
midtail
1P + 3P
MEUBLE DE BUREAU
Last 4 weeks demand
5
new activity (no prior baseline)
Offer Stock
267
Σ Stock across 4 live offers (1P + 3P) · 2026-08-05
1P stock
194
≈ 46.4 weeks of cover · MARJANEMALL · 2026-08-05
Unit price
MAD 278
avg of last 30 sells · latest 2026-07-27
AABLS86093
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-08-03 · Total forecast: 199 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?
Bureau simple - 1070 x 600 x 700 mm - Finition Amazone - Marron - Design épuré · in the midtail cohort · last 4 weeks 5 units, new activity (no prior baseline) · on-hand 195 units
Signals the model saw
- Cohort: midtail (308 days of history, — units sold over 52 weeks)
- Volatility (CV): 1.38 — moderate
- Recent trend: last 4w = 5 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 | 4.1 units |
| Realistic forecast — next 4 weeks | 20.5 units |
| Realistic forecast — next 3 months | 78.4 units |
| Optimistic — next week | 9.8 units |
| Optimistic — next 4 weeks (reorder target) | 54.3 units |
| Optimistic — next 3 months (quarterly PO target) | 198.8 units |
| Legacy μ/wk (reorder pipeline) | 3.2 |
| Revenue exposure — optimistic, 3 months | MAD 55.3K |