OUT_17633
Kiosk · Extra Large · Southern · distributor DIST_S_02
Predicted potential
January 2026 if systemic constraints were relieved.
Geographical Location
Store location on the map.
Recommended actions
Top-3 prescriptive interventions ranked by expected monthly L uplift.
- Rank 1 · festival_promo+378.1 L / mo
Schedule promotional push for Christmas + New Year peak
Historical seasonality and Sri Lanka demand calendar imply ~378.0 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.
- Cooler_Count+850.4
- Outlet_Size_Extra Large+573.1
- climate_jan_humid_pct+188.8
- Latitude+43.2
- Outlet_Size_Small+28.4
Top reasons the score is held back
Largest negative SHAP contributors.
- monthly_volume_mean-65.4
- monthly_volume_q95-21.6
- monthly_volume_median-19.0
- monthly_volume_std-16.6
- mass_share-7.0
What-if scenarios
Model-predicted deltas if a constraint were relieved.
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.