Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · REM4008496938438
Remington S8540 Fer à lisser, Lisseur Keratin Protect, Plaques Flottantes Advanced Ceramic, Soin Kératine Huile d'Amande
longtail
3P
COIFFURE
Last 4 weeks demand
5
▲ 400.0% vs prev 4w
Offer Stock
3
Σ Stock across 1 live offer (1P + 3P) · 2026-08-05
1P stock
0
no 1P (MARJANEMALL) stock in the 2026-08-05 snapshot
Unit price
MAD 716
avg of last 30 sells · latest 2026-07-31
REM4008496938438
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-08-03 · Total forecast: 53 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?
Remington S8540 Fer à lisser, Lisseur Keratin Protect, Plaques Flottantes Advanced Ceramic, Soin Kératine Huile d'Amande · in the longtail cohort · last 4 weeks 5 units, trending up +400.0% · on-hand 3 units
Signals the model saw
- Cohort: longtail (1183 days of history, 30 units sold over 52 weeks)
- Volatility (CV): 0.89 — moderate
- Recent trend: last 4w = 5 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 | 1.9 units |
| Realistic forecast — next 4 weeks | 7.1 units |
| Realistic forecast — next 3 months | 24.2 units |
| Optimistic — next week | 4.0 units |
| Optimistic — next 4 weeks (reorder target) | 15.0 units |
| Optimistic — next 3 months (quarterly PO target) | 53.1 units |
| Legacy μ/wk (reorder pipeline) | 1.1 |
| Revenue exposure — optimistic, 3 months | MAD 38.0K |