Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAAAN17480
Derma Roller Rouleau pour visage anti cellulite et vergetures
longtail
3P
BEAUTE - BIEN-ETRE
Last 4 weeks demand
4
▲ 300.0% vs prev 4w
Year-over-year
+33.3%
vs same 4w last year (3 units)
Current stock
924
≈ 537.5 weeks of cover
Unit price
MAD 11
avg of last 30 sells · latest 2026-04-21
AAAAN17480
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-06-08 · Total forecast: 46 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?
Derma Roller Rouleau pour visage anti cellulite et vergetures · in the longtail cohort · last 4 weeks 4 units, trending up +300.0% · on-hand 924 units
Signals the model saw
- Cohort: longtail (840 days of history, 37 units sold over 52 weeks)
- Volatility (CV): 0.83 — moderate
- Recent trend: last 4w = 4 units · prev 4w = 1 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 | 4.0 units |
| Realistic (p50) — next 3 months | 13.7 units |
| Optimistic (p95) — next week | 3.0 units |
| Optimistic (p95) — next 4 weeks (reorder target) | 12.4 units |
| Optimistic (p95) — next 3 months (quarterly PO target) | 45.9 units |
| Legacy μ/wk (reorder pipeline) | 1.1 |
| Revenue exposure — optimistic, 3 months | MAD 486 |