Demand Forecast

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Kit de Soin Pro Care – Pinces et Ciseaux de Précision – Manucure & Pédicure Professionnelle – Finition Multicolore Chrome
SKU · AAALO62726

Kit de Soin Pro Care – Pinces et Ciseaux de Précision – Manucure & Pédicure Professionnelle – Finition Multicolore Chrome

longtail 3P ONGLERIE
Open on marjanemall.ma

Last 4 weeks demand

0
▼ 100.0% vs prev 4w

Offer Stock

23
Σ Stock across 1 live offer

1P stock

0
not in latest 1P warehouse snapshot

Unit price

MAD 45
avg of last 30 sells · latest 2026-05-07

AAALO62726

History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU. Cutoff: 2026-06-22 · Total forecast: 77 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?

Kit de Soin Pro Care – Pinces et Ciseaux de Précision – Manucure & Pédicure Professionnelle – Finition Multicolore Chrome · in the longtail cohort · last 4 weeks 0 units, trending down -100.0% · on-hand 23 units

Signals the model saw

  • Cohort: longtail (511 days of history, 52 units sold over 52 weeks)
  • Volatility (CV): 1.07 — moderate
  • Recent trend: last 4w = 0 units · prev 4w = 9 units
  • Stockouts (last 13 weeks): none — history is reliable
  • Calendar events firing in forecast window: none

Model output

Realistic forecast — next week2.1 units
Realistic forecast — next 4 weeks8.8 units
Realistic forecast — next 3 months26.3 units
Optimistic — next week5.7 units
Optimistic — next 4 weeks (reorder target)27.8 units
Optimistic — next 3 months (quarterly PO target)77.4 units
Legacy μ/wk (reorder pipeline)2.0
Revenue exposure — optimistic, 3 months MAD 3.4K