Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAAMS50250
Tablette éducative en français - mon petit ordinateur parlant vivid
longtail
3P
MULTIMEDIA ENFANT
Last 4 weeks demand
5
▼ 80.0% vs prev 4w
Offer Stock
40
Σ Stock across 2 live offers (1P + 3P) · 2026-08-05
1P stock
0
no 1P (MARJANEMALL) stock in the 2026-08-05 snapshot
Unit price
MAD 49
avg of last 30 sells · latest 2026-07-26
AAAMS50250
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-08-03 · Total forecast: 158 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?
Tablette éducative en français - mon petit ordinateur parlant vivid · in the longtail cohort · last 4 weeks 5 units, trending down -80.0% · on-hand 40 units
Signals the model saw
- Cohort: longtail (609 days of history, 119 units sold over 52 weeks)
- Volatility (CV): 0.93 — moderate
- Recent trend: last 4w = 5 units · prev 4w = 25 units
- Stockouts (last 13 weeks): none — history is reliable
- Calendar events firing in forecast window: none
Model output
| Realistic forecast — next week | 6.3 units |
| Realistic forecast — next 4 weeks | 24.1 units |
| Realistic forecast — next 3 months | 77.5 units |
| Optimistic — next week | 10.5 units |
| Optimistic — next 4 weeks (reorder target) | 44.6 units |
| Optimistic — next 3 months (quarterly PO target) | 158.0 units |
| Legacy μ/wk (reorder pipeline) | 3.7 |
| Revenue exposure — optimistic, 3 months | MAD 7.7K |