Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAAAG97118
Hemani Huile de coco pure / Coconut oil pure 200ml
longtail
3P
PARAPHARMACIE LIBRE-SERVICE
Last 4 weeks demand
0
▼ 100.0% vs prev 4w
Offer Stock
29
Σ Stock across 2 live offers (1P + 3P) · 2026-10-02
1P stock
0
no 1P (MARJANEMALL) stock in the 2026-10-02 snapshot
Unit price
MAD 29
avg of last 30 sells · latest 2026-08-22
AAAAG97118
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-09-28 · Total forecast: 22 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?
Hemani Huile de coco pure / Coconut oil pure 200ml · in the longtail cohort · last 4 weeks 0 units, trending down -100.0% · on-hand 29 units
Signals the model saw
- Cohort: longtail (945 days of history, 24 units sold over 52 weeks)
- Volatility (CV): 0.73 — moderate
- Recent trend: last 4w = 0 units · prev 4w = 2 units
- Stockouts (last 13 weeks): 1 week → past demand likely understated
- Calendar events firing in forecast window: none
Model output
| Realistic forecast — next week | 0.0 units |
| Realistic forecast — next 4 weeks | 0.0 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 | 0.3 units |
| Optimistic — next week | 2.7 units |
| Optimistic — next 4 weeks (reorder target) | 10.4 units |
| Optimistic — next 3 months (quarterly PO target) | 22.4 units |
| Legacy μ/wk (reorder pipeline) | 1.0 |
| Revenue exposure — optimistic, 3 months | MAD 657 |