Demand Forecast

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L’Oréal Men Expert — Offre Hygiène Routine Barber (Gel Wash + Crème coiffante + Gel douche + Déodorant + Tondeuse)
SKU · AAE9A1011111044421

L’Oréal Men Expert — Offre Hygiène Routine Barber (Gel Wash + Crème coiffante + Gel douche + Déodorant + Tondeuse)

hero 1P CORPS ET VISAGE OUT OF STOCK
Open on marjanemall.ma

Last 4 weeks demand

6
▲ 200.0% vs prev 4w

Year-over-year

—
not enough history (need 56+ weeks)

Current stock

0
depleted

Unit price

MAD 234
avg of last 30 sells · latest 2026-04-22

AAE9A1011111044421

History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU. Cutoff: 2026-06-08 · Total forecast: 208 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?

L’Oréal Men Expert — Offre Hygiène Routine Barber (Gel Wash + Crème coiffante + Gel douche + Déodorant + Tondeuse) · in the hero cohort · last 4 weeks 6 units, trending up +200.0% · on-hand 0 units (OUT OF STOCK)

Signals the model saw

  • Cohort: hero (189 days of history, — units sold over 52 weeks)
  • Volatility (CV): 0.85 — moderate
  • Recent trend: last 4w = 6 units · prev 4w = 2 units
  • Stockouts (last 13 weeks): none — history is reliable
  • Calendar events firing in forecast window: none

Model output

Realistic (p50) — next week2.8 units
Realistic (p50) — next 4 weeks12.5 units
Realistic (p50) — next 3 months35.2 units
Optimistic (p95) — next week8.3 units
Optimistic (p95) — next 4 weeks (reorder target)59.2 units
Optimistic (p95) — next 3 months (quarterly PO target)207.9 units
Legacy μ/wk (reorder pipeline)2.7
Revenue exposure — optimistic, 3 months MAD 48.7K