Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAALY62574
Écouteurs sans fil - Anker - Life A20i - 28h autonomie - Bluetooth 5.3 - IPX5
longtail
1P
CASQUE - MICROPHONE - DICTAPHONE
OUT OF STOCK
Last 4 weeks demand
1
▼ 66.7% vs prev 4w
Year-over-year
+0.0%
vs same 4w last year (1 units)
Current stock
0
depleted
Unit price
MAD 255
avg of last 30 sells · latest 2026-04-23
AAALY62574
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-06-08 · Total forecast: 54 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?
Écouteurs sans fil - Anker - Life A20i - 28h autonomie - Bluetooth 5.3 - IPX5 · in the longtail cohort · last 4 weeks 1 units, trending down -66.7% · on-hand 0 units (OUT OF STOCK)
Signals the model saw
- Cohort: longtail (560 days of history, 53 units sold over 52 weeks)
- Volatility (CV): 1.55 — high (lumpy)
- Recent trend: last 4w = 1 units · prev 4w = 3 units
- Stockouts (last 13 weeks): none — history is reliable
- Calendar events firing in forecast window: none
Model output
| Realistic (p50) — next week | 1.0 units |
| Realistic (p50) — next 4 weeks | 4.2 units |
| Realistic (p50) — next 3 months | 14.3 units |
| Optimistic (p95) — next week | 3.9 units |
| Optimistic (p95) — next 4 weeks (reorder target) | 16.2 units |
| Optimistic (p95) — next 3 months (quarterly PO target) | 54.2 units |
| Legacy μ/wk (reorder pipeline) | 1.1 |
| Revenue exposure — optimistic, 3 months | MAD 13.8K |