Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAAPD01916
Écouteurs Bluetooth - Soundcore - Life U2i - Réduction de Bruit cVc 8.0 - Autonomie 24h - IPX7
longtail
1P
CASQUE - MICROPHONE - DICTAPHONE
Last 4 weeks demand
2
▼ 75.0% vs prev 4w
Offer Stock
8
Σ Stock across 1 live offer
1P stock
8
≈ 10.5 weeks of cover · latest warehouse snapshot
Unit price
MAD 240
avg of last 25 sells · latest 2026-05-01
AAAPD01916
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-06-22 · Total forecast: 55 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?
Écouteurs Bluetooth - Soundcore - Life U2i - Réduction de Bruit cVc 8.0 - Autonomie 24h - IPX7 · in the longtail cohort · last 4 weeks 2 units, trending down -75.0% · on-hand 8 units
Signals the model saw
- Cohort: longtail (385 days of history, 23 units sold over 52 weeks)
- Volatility (CV): 0.49 — low
- Recent trend: last 4w = 2 units · prev 4w = 8 units
- Stockouts (last 13 weeks): none — history is reliable
- Calendar events firing in forecast window: none
Model output
| Realistic forecast — next week | 1.0 units |
| Realistic forecast — next 4 weeks | 4.1 units |
| Realistic forecast — next 3 months | 13.7 units |
| Optimistic — next week | 3.1 units |
| Optimistic — next 4 weeks (reorder target) | 13.7 units |
| Optimistic — next 3 months (quarterly PO target) | 55.1 units |
| Legacy μ/wk (reorder pipeline) | 1.1 |
| Revenue exposure — optimistic, 3 months | MAD 13.2K |