Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAAAA75559
Sérum anti-rides - CHRISTELLE PARIS - 30ml - Réhydratation intense - Tous types de peau - Sans parabène
longtail
3P
CORPS ET VISAGE
Last 4 weeks demand
9
▲ 200.0% vs prev 4w
Year-over-year
+350.0%
vs same 4w last year (2 units)
Current stock
993
≈ 1405.7 weeks of cover
Unit price
MAD 35
avg of last 30 sells · latest 2026-05-03
AAAAA75559
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-06-22 · Total forecast: 51 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?
Sérum anti-rides - CHRISTELLE PARIS - 30ml - Réhydratation intense - Tous types de peau - Sans parabène · in the longtail cohort · last 4 weeks 9 units, trending up +200.0% · on-hand 993 units
Signals the model saw
- Cohort: longtail (756 days of history, 57 units sold over 52 weeks)
- Volatility (CV): 1.03 — moderate
- Recent trend: last 4w = 9 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 | 15.1 units |
| Optimistic (p95) — next week | 3.1 units |
| Optimistic (p95) — next 4 weeks (reorder target) | 14.0 units |
| Optimistic (p95) — next 3 months (quarterly PO target) | 51.3 units |
| Legacy μ/wk (reorder pipeline) | 1.2 |
| Revenue exposure — optimistic, 3 months | MAD 1.8K |