Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · ABFA20001050812139
Film vitre autocollant opaque – film de verre décoratif & intimité, vinyle premium
longtail
3P
RIDEAU - STORE - ACCESSOIRE
Last 4 weeks demand
7
≈ stable (0.0% vs prev 4w)
Offer Stock
4
Σ Stock across 1 live offer
1P stock
0
not in latest 1P warehouse snapshot
Unit price
MAD 27
avg of last 24 sells · latest 2026-05-03
ABFA20001050812139
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-06-22 · Total forecast: 69 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?
Film vitre autocollant opaque – film de verre décoratif & intimité, vinyle premium · in the longtail cohort · last 4 weeks 7 units, stable demand · on-hand 4 units
Signals the model saw
- Cohort: longtail (133 days of history, — units sold over 52 weeks)
- Volatility (CV): 0.66 — moderate
- Recent trend: last 4w = 7 units · prev 4w = 7 units
- Stockouts (last 13 weeks): none — history is reliable
- Calendar events firing in forecast window: none
Model output
| Realistic forecast — next week | 1.9 units |
| Realistic forecast — next 4 weeks | 7.2 units |
| Realistic forecast — next 3 months | 23.3 units |
| Optimistic — next week | 5.4 units |
| Optimistic — next 4 weeks (reorder target) | 20.7 units |
| Optimistic — next 3 months (quarterly PO target) | 69.1 units |
| Legacy μ/wk (reorder pipeline) | 1.8 |
| Revenue exposure — optimistic, 3 months | MAD 1.9K |