Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AABIM47250
CHAISE TRANSPARENTE COUSSIN COTELE SCOTT BEIGE
longtail
1P
SIEGE - ASSISE
Last 4 weeks demand
6
▲ 200.0% vs prev 4w
Offer Stock
18
Σ Stock across 1 live offer
1P stock
18
≈ 9.2 weeks of cover · latest warehouse snapshot
Unit price
MAD 257
avg of last 20 sells · latest 2026-04-19
AABIM47250
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-06-22 · Total forecast: 130 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?
CHAISE TRANSPARENTE COUSSIN COTELE SCOTT BEIGE · in the longtail cohort · last 4 weeks 6 units, trending up +200.0% · on-hand 18 units
Signals the model saw
- Cohort: longtail (154 days of history, — units sold over 52 weeks)
- Volatility (CV): 0.72 — moderate
- Recent trend: last 4w = 6 units · prev 4w = 2 units
- Stockouts (last 13 weeks): none — history is reliable
- Calendar events firing in forecast window: none
Model output
| Realistic forecast — next week | 2.5 units |
| Realistic forecast — next 4 weeks | 10.1 units |
| Realistic forecast — next 3 months | 33.5 units |
| Optimistic — next week | 8.6 units |
| Optimistic — next 4 weeks (reorder target) | 33.3 units |
| Optimistic — next 3 months (quarterly PO target) | 130.5 units |
| Legacy μ/wk (reorder pipeline) | 2.6 |
| Revenue exposure — optimistic, 3 months | MAD 33.6K |