Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAAAH74343
XIAOMI Mi Desktop Monitor 21,45 pouces avec résolution FHD 1080P 75Hz - Noir
midtail
1P
ECRAN - ENCEINTE
Last 4 weeks demand
4
new activity (no prior baseline)
Offer Stock
6
Σ Stock across 1 live offer (1P + 3P) · 2026-08-05
1P stock
6
≈ 1.3 weeks of cover · MARJANEMALL · 2026-08-05
Unit price
MAD 677
avg of last 30 sells · latest 2026-08-02
AAAAH74343
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-08-03 · Total forecast: 260 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?
XIAOMI Mi Desktop Monitor 21,45 pouces avec résolution FHD 1080P 75Hz - Noir · in the midtail cohort · last 4 weeks 4 units, new activity (no prior baseline) · on-hand 6 units
Signals the model saw
- Cohort: midtail (833 days of history, 75 units sold over 52 weeks)
- Volatility (CV): 2.74 — high (lumpy)
- Recent trend: last 4w = 4 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 | 4.8 units |
| Realistic forecast — next 4 weeks | 22.5 units |
| Realistic forecast — next 3 months | 108.5 units |
| Optimistic — next week | 10.2 units |
| Optimistic — next 4 weeks (reorder target) | 53.5 units |
| Optimistic — next 3 months (quarterly PO target) | 260.2 units |
| Legacy μ/wk (reorder pipeline) | 4.6 |
| Revenue exposure — optimistic, 3 months | MAD 176.2K |