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OUT_09982

Eatery · Extra Large · Central · distributor DIST_C_03

Low

Predicted potential

January 2026 if systemic constraints were relieved.

Predicted Jan 2026
1,642.0 L
Recent monthly avg
1,456.9 L
Own Q90
1,932.0 L
Active months
36 / 36
Coolers
5
Local competitors (1 km)
5
HHI (1.5 km)
1,919
Replenishment friction
0.0%

Geographical Location

Store location on the map.

Recommended actions

Top-3 prescriptive interventions ranked by expected monthly L uplift.

  1. Rank 1 · festival_promo

    Schedule promotional push for Christmas + New Year peak

    +334.5 L / mo

    Historical seasonality and Sri Lanka demand calendar imply ~334.5 L/month additional volume during Christmas + New Year peak if outlet is featured in the campaign.

Top reasons the score is high

Largest positive SHAP contributors.

  • Outlet_Size_Extra Large
    +654.1
  • Cooler_Count
    +309.3
  • monthly_volume_mean
    +244.6
  • monthly_volume_q95
    +109.6
  • monthly_volume_median
    +89.0

Top reasons the score is held back

Largest negative SHAP contributors.

  • climate_jan_humid_pct
    -39.0
  • Outlet_Size_Large
    -26.6
  • Province_Western
    -10.7
  • monthly_cv
    -5.1
  • climate_jan_temp_c
    -5.1

What-if scenarios

Model-predicted deltas if a constraint were relieved.

Add one cooler0.0 L / mo
base 1,672.6 L → after 1,672.6 L
Remove competitive drag0.0 L / mo
base 1,672.6 L → after 1,672.6 L

AI explanation

A Gemini-generated, business-friendly summary of why this outlet received its score and what the sales team should consider next.

Click Explain this outlet to ask Gemini 2.5 Flash for a plain-English explanation grounded in the SHAP drivers, the counterfactuals, and the recommended actions for this outlet.