Demand Forecast

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Appareil de Massage pour le Cou et le Visage, Lifting de la Peau du Cou, Raffermissement, Élimination des Rides
SKU · AAAPE88615

Appareil de Massage pour le Cou et le Visage, Lifting de la Peau du Cou, Raffermissement, Élimination des Rides

longtail 3P CORPS ET VISAGE OUT OF STOCK
Open on marjanemall.ma

Last 4 weeks demand

0
≈ stable (0.0% vs prev 4w)

Year-over-year

—
not enough history (need 56+ weeks)

Current stock

0
depleted

Unit price

MAD 173
avg of last 4 sells · latest 2025-11-04

AAAPE88615

History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU. Cutoff: 2026-06-08 · Total forecast: 0 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?

Appareil de Massage pour le Cou et le Visage, Lifting de la Peau du Cou, Raffermissement, Élimination des Rides · in the longtail cohort · last 4 weeks 0 units, stable demand · on-hand 0 units (OUT OF STOCK)

Signals the model saw

  • Cohort: longtail (210 days of history, 2 units sold over 52 weeks)
  • Volatility (CV): 0.00 — low
  • 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 —