Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AUC1726812109986
Baume B5+ Ultra-Réparateur SPF50+ - La Roche-Posay - 40ml - Apaise & Soulage les Peaux Irritées
longtail
3P
PARAPHARMACIE LIBRE-SERVICE
Last 4 weeks demand
1
▼ 75.0% vs prev 4w
Year-over-year
DORMANT
SKU existed but sold 0 units same 4w last year
Current stock
5,887
≈ 4456.5 weeks of cover
Unit price
MAD 153
avg of last 30 sells · latest 2026-05-03
AUC1726812109986
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-06-22 · Total forecast: 71 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?
Baume B5+ Ultra-Réparateur SPF50+ - La Roche-Posay - 40ml - Apaise & Soulage les Peaux Irritées · in the longtail cohort · last 4 weeks 1 units, trending down -75.0% · on-hand 5887 units
Signals the model saw
- Cohort: longtail (560 days of history, 36 units sold over 52 weeks)
- Volatility (CV): 1.25 — moderate
- Recent trend: last 4w = 1 units · prev 4w = 4 units
- Stockouts (last 13 weeks): none — history is reliable
- Calendar events firing in forecast window: none
Model output
| Realistic (p50) — next week | 2.2 units |
| Realistic (p50) — next 4 weeks | 8.9 units |
| Realistic (p50) — next 3 months | 25.7 units |
| Optimistic (p95) — next week | 6.1 units |
| Optimistic (p95) — next 4 weeks (reorder target) | 24.3 units |
| Optimistic (p95) — next 3 months (quarterly PO target) | 70.7 units |
| Legacy μ/wk (reorder pipeline) | 2.0 |
| Revenue exposure — optimistic, 3 months | MAD 10.8K |