Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAF5488505060304912
AAF5488505060304912
midtail
3P
HYGIENE INTIME
OUT OF STOCK
Last 4 weeks demand
16
▲ 33.3% vs prev 4w
Offer Stock
0
no live offers
1P stock
0
no 1P (MARJANEMALL) stock in the latest snapshot
Unit price
MAD 15
avg of last 30 sells · latest 2026-10-10
AAF5488505060304912
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-10-05 · Total forecast: 161 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?
AAF5488505060304912 · in the midtail cohort · last 4 weeks 16 units, trending up +33.3% · on-hand 0 units (OUT OF STOCK)
Signals the model saw
- Cohort: midtail (147 days of history, — units sold over 52 weeks)
- Volatility (CV): 0.65 — moderate
- Recent trend: last 4w = 16 units · prev 4w = 12 units
- Stockouts (last 13 weeks): none — history is reliable
- Calendar events firing in forecast window: none
Model output
| Realistic forecast — next week | 3.9 units |
| Realistic forecast — next 4 weeks | 19.3 units |
| Realistic forecast — next 3 months | 52.5 units |
| Planning level (p75) — next 4 weeks the order-sizing basis; demand exceeds it ~1 week in 4 | 24.7 units |
| Optimistic — next week | 9.6 units |
| Optimistic — next 4 weeks (reorder target) | 43.4 units |
| Optimistic — next 3 months (quarterly PO target) | 161.5 units |
| Legacy μ/wk (reorder pipeline) | — |
| Revenue exposure — optimistic, 3 months | MAD 2.5K |