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
PREPARATION CULINAIRE
Last 4 weeks demand
29
▼ 48.2% vs prev 4w
Year-over-year
-57.4%
vs same 4w last year (68 units)
Current stock
94
≈ 4.4 weeks of cover
Unit price
MAD 52
avg of last 30 sells · latest 2026-05-07
AAAMV88526
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-06-08 · Total forecast: 329 units.
Actual
Forecast p50 (expected)
Forecast p95 (upper bound)
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 29 units, trending down -48.2% · on-hand 94 units
Signals the model saw
- Cohort: hero (560 days of history, 1,288 units sold over 52 weeks)
- Volatility (CV): 1.09 — moderate
- Recent trend: last 4w = 29 units · prev 4w = 56 units
- Stockouts (last 13 weeks): none — history is reliable
- Calendar events firing in forecast window: none
Model output
| Realistic (p50) — next week | 15.1 units |
| Realistic (p50) — next 4 weeks | 62.5 units |
| Realistic (p50) — next 3 months | 134.8 units |
| Optimistic (p95) — next week | 23.7 units |
| Optimistic (p95) — next 4 weeks (reorder target) | 117.5 units |
| Optimistic (p95) — next 3 months (quarterly PO target) | 329.3 units |
| Legacy μ/wk (reorder pipeline) | 10.4 |
| Revenue exposure — optimistic, 3 months | MAD 17.0K |