Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAAOE52873
Montre Connectée 4G Enfant avec GPS et Support Carte SIM – Suivi en Temps Réel & Appels Vidéo
midtail
3P
MONTRE INTELLIGENTE - MONTRE CONNECTEE
Last 4 weeks demand
13
▲ 18.2% vs prev 4w
Year-over-year
+550.0%
vs same 4w last year (2 units)
Current stock
45
≈ 14.8 weeks of cover
Unit price
MAD 165
avg of last 30 sells · latest 2026-05-07
AAAOE52873
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-06-08 · Total forecast: 111 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?
Montre Connectée 4G Enfant avec GPS et Support Carte SIM – Suivi en Temps Réel & Appels Vidéo · in the midtail cohort · last 4 weeks 13 units, trending up +18.2% · on-hand 45 units
Signals the model saw
- Cohort: midtail (483 days of history, 205 units sold over 52 weeks)
- Volatility (CV): 0.85 — moderate
- Recent trend: last 4w = 13 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 | 2.2 units |
| Realistic (p50) — next 4 weeks | 10.1 units |
| Realistic (p50) — next 3 months | 32.5 units |
| Optimistic (p95) — next week | 7.1 units |
| Optimistic (p95) — next 4 weeks (reorder target) | 32.9 units |
| Optimistic (p95) — next 3 months (quarterly PO target) | 110.7 units |
| Legacy μ/wk (reorder pipeline) | 2.5 |
| Revenue exposure — optimistic, 3 months | MAD 18.3K |