Demand Forecast
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SKU · AAAQL93671
Smartwatch Bluetooth Sport Mixte – Montre Connectée Élégante et Multifonction
longtail
3P
MONTRE INTELLIGENTE - MONTRE CONNECTEE
Last 4 weeks demand
6
▼ 57.1% vs prev 4w
Year-over-year
—
not enough history (need 56+ weeks)
Current stock
4
≈ 2.4 weeks of cover
Unit price
MAD 67
avg of last 30 sells · latest 2026-05-05
AAAQL93671
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-06-22 · Total forecast: 78 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?
Smartwatch Bluetooth Sport Mixte – Montre Connectée Élégante et Multifonction · in the longtail cohort · last 4 weeks 6 units, trending down -57.1% · on-hand 4 units
Signals the model saw
- Cohort: longtail (378 days of history, 90 units sold over 52 weeks)
- Volatility (CV): 0.70 — moderate
- Recent trend: last 4w = 6 units · prev 4w = 14 units
- Stockouts (last 13 weeks): none — history is reliable
- Calendar events firing in forecast window: none
Model output
| Realistic (p50) — next week | 3.1 units |
| Realistic (p50) — next 4 weeks | 11.1 units |
| Realistic (p50) — next 3 months | 28.5 units |
| Optimistic (p95) — next week | 8.7 units |
| Optimistic (p95) — next 4 weeks (reorder target) | 30.7 units |
| Optimistic (p95) — next 3 months (quarterly PO target) | 78.2 units |
| Legacy μ/wk (reorder pipeline) | 2.2 |
| Revenue exposure — optimistic, 3 months | MAD 5.3K |