Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAACH94770
KISONLI L4040 – Enceinte Mobile Bluetooth Portable Temps de charge 4 h - autonomie typique 6–10 heures - Noir
longtail
3P
AMPLIFICATEUR - ENCEINTES
OUT OF STOCK
Last 4 weeks demand
0
≈ stable (0.0% vs prev 4w)
Offer Stock
0
no live offers
1P stock
0
no 1P (MARJANEMALL) stock in the latest snapshot
Unit price
MAD 67
avg of last 30 sells · latest 2026-07-11
AAACH94770
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-10-05 · Total forecast: 83 units.
Actual
Realistic forecast (p50)
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?
KISONLI L4040 – Enceinte Mobile Bluetooth Portable Temps de charge 4 h - autonomie typique 6–10 heures - Noir · in the longtail cohort · last 4 weeks 0 units, stable demand · on-hand 0 units (OUT OF STOCK)
Signals the model saw
- Cohort: longtail (238 days of history, 53 units sold over 52 weeks)
- Volatility (CV): 0.80 — moderate
- Recent trend: last 4w = 0 units · prev 4w = 0 units
- Stockouts (last 13 weeks): none — history is reliable
- Calendar events firing in forecast window: none
Model output
| Realistic forecast — next week | 0.0 units |
| Realistic forecast — next 4 weeks | 3.0 units |
| Realistic forecast — next 3 months | 10.7 units |
| Planning level (p75) — next 4 weeks the order-sizing basis; demand exceeds it ~1 week in 4 | 3.1 units |
| Optimistic — next week | 2.7 units |
| Optimistic — next 4 weeks (reorder target) | 18.3 units |
| Optimistic — next 3 months (quarterly PO target) | 83.4 units |
| Legacy μ/wk (reorder pipeline) | — |
| Revenue exposure — optimistic, 3 months | MAD 5.6K |