Demand Forecast

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Pack de 2 Boîtes Ambra ( 2L + 0,9L ) - Couleur Aléatoire
SKU · AAAMB16811

Pack de 2 Boîtes Ambra ( 2L + 0,9L ) - Couleur Aléatoire

longtail 1P CONSERVATION DES ALIMENTS OUT OF STOCK
Open on marjanemall.ma

Last 4 weeks demand

0
≈ stable (0.0% vs prev 4w)

Year-over-year

—
vs same 4w last year (0 units)

Current stock

0
depleted

Unit price

MAD 14
avg of last 30 sells · latest 2026-03-25

AAAMB16811

History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU. Cutoff: 2026-06-08 · Total forecast: 124 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?

Pack de 2 Boîtes Ambra ( 2L + 0,9L ) - Couleur Aléatoire · in the longtail cohort · last 4 weeks 0 units, stable demand · on-hand 0 units (OUT OF STOCK)

Signals the model saw

  • Cohort: longtail (511 days of history, 80 units sold over 52 weeks)
  • Volatility (CV): 0.77 — moderate
  • 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 week1.8 units
Realistic (p50) — next 4 weeks9.6 units
Realistic (p50) — next 3 months29.7 units
Optimistic (p95) — next week8.5 units
Optimistic (p95) — next 4 weeks (reorder target)37.9 units
Optimistic (p95) — next 3 months (quarterly PO target)124.2 units
Legacy μ/wk (reorder pipeline)—
Revenue exposure — optimistic, 3 months MAD 1.7K