Demand Forecast

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L'Oréal Paris - Shampooing et Après-Shampooing - Hyaluron Pure - 200ML - 72H - Sérum 102ML
SKU · AAANT61152

L'Oréal Paris - Shampooing et Après-Shampooing - Hyaluron Pure - 200ML - 72H - Sérum 102ML

midtail 3P CAPILLAIRE
Open on marjanemall.ma

Last 4 weeks demand

0
▼ 100.0% vs prev 4w

Year-over-year

—
vs same 4w last year (0 units)

Current stock

24
≈ 4.4 weeks of cover

Unit price

MAD 152
avg of last 30 sells · latest 2026-04-22

AAANT61152

History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU. Cutoff: 2026-06-08 · Total forecast: 178 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 Paris - Shampooing et Après-Shampooing - Hyaluron Pure - 200ML - 72H - Sérum 102ML · in the midtail cohort · last 4 weeks 0 units, trending down -100.0% · on-hand 24 units

Signals the model saw

  • Cohort: midtail (455 days of history, 243 units sold over 52 weeks)
  • Volatility (CV): 1.04 — moderate
  • Recent trend: last 4w = 0 units · prev 4w = 1 units
  • Stockouts (last 13 weeks): none — history is reliable
  • Calendar events firing in forecast window: none

Model output

Realistic (p50) — next week1.7 units
Realistic (p50) — next 4 weeks7.1 units
Realistic (p50) — next 3 months34.0 units
Optimistic (p95) — next week6.1 units
Optimistic (p95) — next 4 weeks (reorder target)40.5 units
Optimistic (p95) — next 3 months (quarterly PO target)178.2 units
Legacy μ/wk (reorder pipeline)2.6
Revenue exposure — optimistic, 3 months MAD 27.1K