Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AABBS33861
LYBIO PACK HUILE ROMARIN 50ML - POMPE + HUILE ROSE 50ML - PIPETTE
longtail
3P
CAPILLAIRE
Last 4 weeks demand
0
▼ 100.0% vs prev 4w
Offer Stock
5,000
Σ Stock across 1 live offer
1P stock
0
not in latest 1P warehouse snapshot
Unit price
MAD 29
avg of last 18 sells · latest 2026-05-04
AABBS33861
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-06-22 · Total forecast: 67 units.
Actual
Realistic forecast
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?
LYBIO PACK HUILE ROMARIN 50ML - POMPE + HUILE ROSE 50ML - PIPETTE · in the longtail cohort · last 4 weeks 0 units, trending down -100.0% · on-hand 5000 units
Signals the model saw
- Cohort: longtail (203 days of history, — units sold over 52 weeks)
- Volatility (CV): 0.69 — moderate
- Recent trend: last 4w = 0 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 | 1.3 units |
| Realistic forecast — next 4 weeks | 4.8 units |
| Realistic forecast — next 3 months | 17.6 units |
| Optimistic — next week | 5.8 units |
| Optimistic — next 4 weeks (reorder target) | 21.1 units |
| Optimistic — next 3 months (quarterly PO target) | 67.4 units |
| Legacy μ/wk (reorder pipeline) | 1.4 |
| Revenue exposure — optimistic, 3 months | MAD 2.0K |