OUT_10062
Pharmacy · Extra Large · Central · distributor DIST_C_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+281.1 L / mo
Schedule promotional push for Christmas + New Year peak
Historical seasonality and Sri Lanka demand calendar imply ~281.1 L/month additional volume during Christmas + New Year peak if outlet is featured in the campaign.
- Rank 2 · sku_mix+49.2 L / mo
Shift SKU mix toward premium (stock 1-2 additional premium SKUs)
Outlet currently sells 8.1% premium SKUs vs top-performing peers in the same cohort at 13.9%. Closing this gap typically lifts volume by ~49.2 L/month.
Top reasons the score is high
Largest positive SHAP contributors.
- Cooler_Count+738.0
- Outlet_Size_Extra Large+472.1
- Outlet_Size_Small+26.4
- territory_radius_m+11.2
- Outlet_Size_Medium+10.0
Top reasons the score is held back
Largest negative SHAP contributors.
- monthly_volume_mean-56.8
- climate_jan_humid_pct-34.1
- monthly_volume_q95-22.9
- monthly_volume_median-16.8
- Latitude-16.2
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.