Demand Forecast

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Routine L’Oréal Paris Glycolic Gloss – Spray 150 ml + Après‑Shampoing 200 ml + Shampoing 200 ml
SKU · AAE9A4103230545777

Routine L’Oréal Paris Glycolic Gloss – Spray 150 ml + Après‑Shampoing 200 ml + Shampoing 200 ml

midtail 1P CAPILLAIRE OUT OF STOCK
Open on marjanemall.ma

Last 4 weeks demand

1
≈ stable (0.0% vs prev 4w)

Offer Stock

0
no live offers

1P stock

0
no 1P (MARJANEMALL) stock in the latest snapshot

Unit price

MAD 119
avg of last 30 sells · latest 2026-07-21

AAE9A4103230545777

History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU. Cutoff: 2026-08-03 · Total forecast: 131 units.
Actual Realistic forecast Optimistic Out of stock

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?

Routine L’Oréal Paris Glycolic Gloss – Spray 150 ml + Après‑Shampoing 200 ml + Shampoing 200 ml · in the midtail cohort · last 4 weeks 1 units, stable demand · on-hand 0 units (OUT OF STOCK)

Signals the model saw

  • Cohort: midtail (119 days of history, — units sold over 52 weeks)
  • Volatility (CV): 1.10 — moderate
  • Recent trend: last 4w = 1 units · prev 4w = 1 units
  • Stockouts (last 13 weeks): none — history is reliable
  • Calendar events firing in forecast window: none

Model output

Realistic forecast — next week2.5 units
Realistic forecast — next 4 weeks13.2 units
Realistic forecast — next 3 months62.4 units
Optimistic — next week4.9 units
Optimistic — next 4 weeks (reorder target)28.5 units
Optimistic — next 3 months (quarterly PO target)131.4 units
Legacy μ/wk (reorder pipeline)—
Revenue exposure — optimistic, 3 months MAD 15.7K