Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAANM16141
Pack de soins - INNO BIO - Kit Beauty INNO Bio - SPF50+ - Gel nettoyant doux - Sérum Vitamine C
Last 4 weeks demand
0
new activity (no prior baseline)
Year-over-year
—
not enough history (need 56+ weeks)
Current stock
0
depleted
Unit price
MAD 0
fallback (no price in OrderBook)
AAANM16141
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: None · Total forecast: 0 units.
Actual
Forecast p50 (expected)
Forecast p95 (upper bound)
Why this forecast?
Pack de soins - INNO BIO - Kit Beauty INNO Bio - SPF50+ - Gel nettoyant doux - Sérum Vitamine C · last 4 weeks 0 units, new activity (no prior baseline) · on-hand 0 units
Signals the model saw
- Cohort: — (0 days of history, — units sold over 52 weeks)
- Volatility (CV): —
- Recent trend: last 4w = 0 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 | — units |
| Realistic (p50) — next 4 weeks | — units |
| Realistic (p50) — next 3 months | — units |
| Optimistic (p95) — next week | — units |
| Optimistic (p95) — next 4 weeks (reorder target) | — units |
| Optimistic (p95) — next 3 months (quarterly PO target) | — units |
| Legacy μ/wk (reorder pipeline) | — |
| Revenue exposure — optimistic, 3 months | — |