Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAAQF33548
Friteuse Sans Huile - Air Fryer - 8.5L - 2000W - Contrôle Digital - Double Réservoir
longtail
3P
PETIT APPAREIL DE CUISSON
Last 4 weeks demand
3
▲ 200.0% vs prev 4w
Offer Stock
119
Σ Stock across 1 live offer
1P stock
0
not in latest 1P warehouse snapshot
Unit price
MAD 833
avg of last 30 sells · latest 2026-03-27
AAAQF33548
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-06-22 · Total forecast: 57 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?
Friteuse Sans Huile - Air Fryer - 8.5L - 2000W - Contrôle Digital - Double Réservoir · in the longtail cohort · last 4 weeks 3 units, trending up +200.0% · on-hand 119 units
Signals the model saw
- Cohort: longtail (315 days of history, 52 units sold over 52 weeks)
- Volatility (CV): 0.87 — moderate
- Recent trend: last 4w = 3 units · prev 4w = 1 units
- Stockouts (last 13 weeks): none — history is reliable
- Calendar events firing in forecast window: none
Model output
| Realistic forecast — next week | 1.3 units |
| Realistic forecast — next 4 weeks | 5.4 units |
| Realistic forecast — next 3 months | 18.3 units |
| Optimistic — next week | 3.2 units |
| Optimistic — next 4 weeks (reorder target) | 14.4 units |
| Optimistic — next 3 months (quarterly PO target) | 57.2 units |
| Legacy μ/wk (reorder pipeline) | 1.4 |
| Revenue exposure — optimistic, 3 months | MAD 47.7K |