Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAE9A80712261059989
Écouteurs Sans Fil LIFEBEE TWS – Affichage LED, Suppression du Bruit ENC & Basses Profondes
longtail
1P
CASQUE - MICROPHONE - DICTAPHONE
OUT OF STOCK
Last 4 weeks demand
20
▲ 81.8% vs prev 4w
Offer Stock
1
Σ Stock across 1 live offer (1P + 3P)
1P stock
0
no 1P (MARJANEMALL) stock in the latest snapshot
Unit price
MAD 64
avg of last 30 sells · latest 2026-08-02
AAE9A80712261059989
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-08-03 · Total forecast: 81 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 Sans Fil LIFEBEE TWS – Affichage LED, Suppression du Bruit ENC & Basses Profondes · in the longtail cohort · last 4 weeks 20 units, trending up +81.8% · on-hand 0 units (OUT OF STOCK)
Signals the model saw
- Cohort: longtail (182 days of history, — units sold over 52 weeks)
- Volatility (CV): 1.02 — moderate
- Recent trend: last 4w = 20 units · prev 4w = 11 units
- Stockouts (last 13 weeks): none — history is reliable
- Calendar events firing in forecast window: none
Model output
| Realistic forecast — next week | 4.3 units |
| Realistic forecast — next 4 weeks | 13.9 units |
| Realistic forecast — next 3 months | 41.4 units |
| Optimistic — next week | 7.8 units |
| Optimistic — next 4 weeks (reorder target) | 27.2 units |
| Optimistic — next 3 months (quarterly PO target) | 80.6 units |
| Legacy μ/wk (reorder pipeline) | 2.0 |
| Revenue exposure — optimistic, 3 months | MAD 5.1K |