Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAAAH37930
Lisseur à Cheveux MGS MHS-0620A – 25 W – Design Ergonomique – Noir
longtail
1P + 3P
COIFFURE
Last 4 weeks demand
13
▲ 1200.0% vs prev 4w
Offer Stock
15
Σ Stock across 2 live offers (1P + 3P) · 2026-10-14
1P stock
14
≈ 29.3 weeks of cover · MARJANEMALL · 2026-10-14
Unit price
MAD 74
avg of last 30 sells · latest 2026-10-11
AAAAH37930
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-10-05 · Total forecast: 48 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?
Lisseur à Cheveux MGS MHS-0620A – 25 W – Design Ergonomique – Noir · in the longtail cohort · last 4 weeks 13 units, trending up +1200.0% · on-hand 14 units
Signals the model saw
- Cohort: longtail (945 days of history, 38 units sold over 52 weeks)
- Volatility (CV): 0.76 — moderate
- Recent trend: last 4w = 13 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 | 0.9 units |
| Realistic forecast — next 4 weeks | 1.9 units |
| Realistic forecast — next 3 months | 2.5 units |
| Planning level (p75) — next 4 weeks the order-sizing basis; demand exceeds it ~1 week in 4 | 7.1 units |
| Optimistic — next week | 4.7 units |
| Optimistic — next 4 weeks (reorder target) | 18.8 units |
| Optimistic — next 3 months (quarterly PO target) | 48.2 units |
| Legacy μ/wk (reorder pipeline) | 1.7 |
| Revenue exposure — optimistic, 3 months | MAD 3.6K |