Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAAAL57915
Ensemble d’étagères murales de 60 CM
longtail
3P
PETIT MEUBLE COMPLEMENT
Last 4 weeks demand
0
≈ stable (0.0% vs prev 4w)
Offer Stock
4
Σ Stock across 1 live offer (1P + 3P)
1P stock
0
no 1P (MARJANEMALL) stock in the latest snapshot
Unit price
MAD 261
avg of last 14 sells · latest 2026-06-14
AAAAL57915
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-08-03 · Total forecast: 41 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?
Ensemble d’étagères murales de 60 CM · in the longtail cohort · last 4 weeks 0 units, stable demand · on-hand 4 units
Signals the model saw
- Cohort: longtail (854 days of history, 5 units sold over 52 weeks)
- Volatility (CV): 0.33 — low
- Recent trend: last 4w = 0 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 | 1.5 units |
| Realistic forecast — next 4 weeks | 6.1 units |
| Realistic forecast — next 3 months | 20.8 units |
| Optimistic — next week | 2.7 units |
| Optimistic — next 4 weeks (reorder target) | 11.2 units |
| Optimistic — next 3 months (quarterly PO target) | 40.7 units |
| Legacy μ/wk (reorder pipeline) | 1.0 |
| Revenue exposure — optimistic, 3 months | MAD 10.6K |