Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAAAV59540
Souris sans fil - Citytek - MF109327 - Bluetooth - Ergonomique - Rechargeable
longtail
1P
CLAVIER - SOURIS - WEBCAM
Last 4 weeks demand
4
▼ 63.6% vs prev 4w
Year-over-year
-50.0%
vs same 4w last year (8 units)
Current stock
52
≈ 20.9 weeks of cover
Unit price
MAD 45
avg of last 30 sells · latest 2026-05-05
AAAAV59540
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-06-08 · Total forecast: 125 units.
Actual
Forecast p50 (expected)
Forecast p95 (upper bound)
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?
Souris sans fil - Citytek - MF109327 - Bluetooth - Ergonomique - Rechargeable · in the longtail cohort · last 4 weeks 4 units, trending down -63.6% · on-hand 52 units
Signals the model saw
- Cohort: longtail (651 days of history, 75 units sold over 52 weeks)
- Volatility (CV): 0.95 — moderate
- Recent trend: last 4w = 4 units · prev 4w = 11 units
- Stockouts (last 13 weeks): none — history is reliable
- Calendar events firing in forecast window: none
Model output
| Realistic (p50) — next week | 2.0 units |
| Realistic (p50) — next 4 weeks | 9.1 units |
| Realistic (p50) — next 3 months | 32.8 units |
| Optimistic (p95) — next week | 7.3 units |
| Optimistic (p95) — next 4 weeks (reorder target) | 32.0 units |
| Optimistic (p95) — next 3 months (quarterly PO target) | 125.4 units |
| Legacy μ/wk (reorder pipeline) | 2.5 |
| Revenue exposure — optimistic, 3 months | MAD 5.7K |