Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAAMV88526
Batteur électrique à main - 7 Vitesses - 100W - Multicolore - Ergonomique - Amovible
hero
1P + 3P
PREPARATION CULINAIRE
Last 4 weeks demand
33
▼ 8.3% vs prev 4w
Offer Stock
164
Σ Stock across 2 live offers (1P + 3P) · 2026-08-05
1P stock
44
≈ 2.2 weeks of cover · MARJANEMALL · 2026-08-05
Unit price
MAD 54
avg of last 30 sells · latest 2026-08-01
AAAMV88526
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-08-03 · Total forecast: 368 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?
Batteur électrique à main - 7 Vitesses - 100W - Multicolore - Ergonomique - Amovible · in the hero cohort · last 4 weeks 33 units, trending down -8.3% · on-hand 43 units
Signals the model saw
- Cohort: hero (616 days of history, 1,282 units sold over 52 weeks)
- Volatility (CV): 1.12 — moderate
- Recent trend: last 4w = 33 units · prev 4w = 36 units
- Stockouts (last 13 weeks): none — history is reliable
- Calendar events firing in forecast window: none
Model output
| Realistic forecast — next week | 13.6 units |
| Realistic forecast — next 4 weeks | 51.6 units |
| Realistic forecast — next 3 months | 194.6 units |
| Optimistic — next week | 19.0 units |
| Optimistic — next 4 weeks (reorder target) | 79.2 units |
| Optimistic — next 3 months (quarterly PO target) | 368.1 units |
| Legacy μ/wk (reorder pipeline) | 9.7 |
| Revenue exposure — optimistic, 3 months | MAD 19.9K |