OUT_08554
Eatery · Small · Western · distributor DIST_W_03
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+15.2 L / mo
Schedule promotional push for Christmas + New Year peak
Historical seasonality and Sri Lanka demand calendar imply ~15.2 L/month additional volume during Christmas + New Year peak if outlet is featured in the campaign.
- Rank 2 · sku_mix+2.4 L / mo
Shift SKU mix toward premium (stock 1-2 additional premium SKUs)
Outlet currently sells 8.8% premium SKUs vs top-performing peers in the same cohort at 14.0%. Closing this gap typically lifts volume by ~2.4 L/month.
- Rank 3 · cooler+0.8 L / mo
Place first cooler at outlet
Counterfactual model predicts +0.8 L/month if cooler capacity is increased.
Top reasons the score is high
Largest positive SHAP contributors.
- Province_Western+12.3
- Outlet_Type_SMMT+2.4
- Outlet_Type_Hotel+2.0
- competitors_2km+1.4
- climate_jan_temp_c+0.8
Top reasons the score is held back
Largest negative SHAP contributors.
- monthly_volume_mean-63.7
- Outlet_Size_Extra Large-28.7
- monthly_volume_q95-26.0
- monthly_volume_std-23.3
- Outlet_Size_Small-22.8
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.