Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAAAF53121
HUILE COCONUT OIL HEMANI POUR CHEVEUX LONGS
longtail
3P
CORPS ET VISAGE
Last 4 weeks demand
0
≈ stable (0.0% vs prev 4w)
Year-over-year
-100.0%
vs same 4w last year (3 units)
Current stock
5
≈ 4.5 weeks of cover
Unit price
MAD 35
avg of last 30 sells · latest 2026-04-07
AAAAF53121
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-06-08 · Total forecast: 44 units.
Actual
Forecast p50 (expected)
Forecast p95 (upper bound)
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?
HUILE COCONUT OIL HEMANI POUR CHEVEUX LONGS · in the longtail cohort · last 4 weeks 0 units, stable demand · on-hand 5 units
Signals the model saw
- Cohort: longtail (959 days of history, 32 units sold over 52 weeks)
- Volatility (CV): 0.55 — 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 (p50) — next week | 1.0 units |
| Realistic (p50) — next 4 weeks | 4.1 units |
| Realistic (p50) — next 3 months | 13.5 units |
| Optimistic (p95) — next week | 2.9 units |
| Optimistic (p95) — next 4 weeks (reorder target) | 12.3 units |
| Optimistic (p95) — next 3 months (quarterly PO target) | 43.8 units |
| Legacy μ/wk (reorder pipeline) | 1.0 |
| Revenue exposure — optimistic, 3 months | MAD 1.6K |