Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · BIO6001159114901
Bio-Oil Huile anti-vergetures - 125 ml
longtail
3P
CORPS ET VISAGE
Last 4 weeks demand
6
▼ 53.8% vs prev 4w
Offer Stock
201
Σ Stock across 4 live offers (1P + 3P) · 2026-08-05
1P stock
0
no 1P (MARJANEMALL) stock in the 2026-08-05 snapshot
Unit price
MAD 109
avg of last 30 sells · latest 2026-08-02
BIO6001159114901
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-08-03 · Total forecast: 79 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?
Bio-Oil Huile anti-vergetures - 125 ml · in the longtail cohort · last 4 weeks 6 units, trending down -53.8% · on-hand 241 units
Signals the model saw
- Cohort: longtail (1029 days of history, 142 units sold over 52 weeks)
- Volatility (CV): 0.75 — moderate
- Recent trend: last 4w = 6 units · prev 4w = 13 units
- Stockouts (last 13 weeks): 1 week → past demand likely understated
- Calendar events firing in forecast window: none
Model output
| Realistic forecast — next week | 3.0 units |
| Realistic forecast — next 4 weeks | 12.4 units |
| Realistic forecast — next 3 months | 42.8 units |
| Optimistic — next week | 5.1 units |
| Optimistic — next 4 weeks (reorder target) | 21.9 units |
| Optimistic — next 3 months (quarterly PO target) | 78.7 units |
| Legacy μ/wk (reorder pipeline) | 2.2 |
| Revenue exposure — optimistic, 3 months | MAD 8.6K |