Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAAVH54758
Épilateur laser permanent – Appareil d’épilation à domicile pour rasage et réduction durable des poils
longtail
3P
BEAUTE - BIEN-ETRE
Last 4 weeks demand
4
▼ 71.4% vs prev 4w
Offer Stock
100
Σ Stock across 1 live offer
1P stock
0
not in latest 1P warehouse snapshot
Unit price
MAD 267
avg of last 18 sells · latest 2026-05-06
AAAVH54758
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-06-22 · Total forecast: 68 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?
Épilateur laser permanent – Appareil d’épilation à domicile pour rasage et réduction durable des poils · in the longtail cohort · last 4 weeks 4 units, trending down -71.4% · on-hand 100 units
Signals the model saw
- Cohort: longtail (252 days of history, 33 units sold over 52 weeks)
- Volatility (CV): 0.70 — moderate
- Recent trend: last 4w = 4 units · prev 4w = 14 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 | 5.8 units |
| Realistic forecast — next 3 months | 20.6 units |
| Optimistic — next week | 4.4 units |
| Optimistic — next 4 weeks (reorder target) | 19.0 units |
| Optimistic — next 3 months (quarterly PO target) | 67.9 units |
| Legacy μ/wk (reorder pipeline) | 1.6 |
| Revenue exposure — optimistic, 3 months | MAD 18.1K |