Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · LAR3337875708289
La Roche Posay Effaclar Gel Purifiant Micro-Peeling 400ml
longtail
3P
CORPS ET VISAGE
OUT OF STOCK
Last 4 weeks demand
2
new activity (no prior baseline)
Year-over-year
-88.9%
vs same 4w last year (18 units)
Current stock
0
depleted
Unit price
MAD 232
avg of last 30 sells · latest 2026-04-11
LAR3337875708289
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?
La Roche Posay Effaclar Gel Purifiant Micro-Peeling 400ml · in the longtail cohort · last 4 weeks 2 units, new activity (no prior baseline) · on-hand 0 units (OUT OF STOCK)
Signals the model saw
- Cohort: longtail (1113 days of history, 45 units sold over 52 weeks)
- Volatility (CV): 1.25 — moderate
- Recent trend: last 4w = 2 units · prev 4w = 0 units
- Stockouts (last 13 weeks): none — history is reliable
- Calendar events firing in forecast window: none
Model output
| Realistic (p50) — next week | 1.3 units |
| Realistic (p50) — next 4 weeks | 5.1 units |
| Realistic (p50) — next 3 months | 16.1 units |
| Optimistic (p95) — next week | 3.5 units |
| Optimistic (p95) — next 4 weeks (reorder target) | 15.3 units |
| Optimistic (p95) — next 3 months (quarterly PO target) | 53.7 units |
| Legacy μ/wk (reorder pipeline) | — |
| Revenue exposure — optimistic, 3 months | MAD 12.5K |