OUT_05984
Grocery · Large · 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+139.1 L / mo
Schedule promotional push for Christmas + New Year peak
Historical seasonality and Sri Lanka demand calendar imply ~139.1 L/month additional volume during Christmas + New Year peak if outlet is featured in the campaign.
- Rank 2 · merchandising+0.7 L / mo
Deploy prime-shelf branded merchandising (posters, shelf-talkers)
Outlet faces type-weighted competition pressure of 19.1 from nearby same-type stores. Targeted in-store branded visibility recovers an estimated 0.7 L/month of intercepted traffic.
Top reasons the score is high
Largest positive SHAP contributors.
- monthly_volume_mean+153.1
- Cooler_Count+148.1
- Outlet_Size_Large+61.5
- monthly_volume_std+50.7
- monthly_volume_q95+47.7
Top reasons the score is held back
Largest negative SHAP contributors.
- Outlet_Size_Extra Large-112.8
- climate_jan_humid_pct-20.9
- mass_share-6.7
- avg_price_per_liter-4.6
- mid_share-3.4
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.