Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAAMT36351
Huile capillaire - Dabur - Amla - 200ml - Cheveux longs - Fortifiants - Nourrissants
longtail
3P
CAPILLAIRE
Last 4 weeks demand
5
▼ 44.4% vs prev 4w
Year-over-year
-61.5%
vs same 4w last year (13 units)
Current stock
10
≈ 5.0 weeks of cover
Unit price
MAD 33
avg of last 30 sells · latest 2026-05-05
AAAMT36351
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-06-08 · Total forecast: 69 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 capillaire - Dabur - Amla - 200ml - Cheveux longs - Fortifiants - Nourrissants · in the longtail cohort · last 4 weeks 5 units, trending down -44.4% · on-hand 10 units
Signals the model saw
- Cohort: longtail (546 days of history, 123 units sold over 52 weeks)
- Volatility (CV): 0.57 — moderate
- Recent trend: last 4w = 5 units · prev 4w = 9 units
- Stockouts (last 13 weeks): none — history is reliable
- Calendar events firing in forecast window: none
Model output
| Realistic (p50) — next week | 2.6 units |
| Realistic (p50) — next 4 weeks | 9.9 units |
| Realistic (p50) — next 3 months | 27.6 units |
| Optimistic (p95) — next week | 6.6 units |
| Optimistic (p95) — next 4 weeks (reorder target) | 26.1 units |
| Optimistic (p95) — next 3 months (quarterly PO target) | 69.1 units |
| Legacy μ/wk (reorder pipeline) | 2.1 |
| Revenue exposure — optimistic, 3 months | MAD 2.3K |