All outlets

OUT_10060

Eatery · Large · Central · distributor DIST_C_02

Low

Predicted potential

January 2026 if systemic constraints were relieved.

Predicted Jan 2026
720.5 L
Recent monthly avg
574.2 L
Own Q90
853.6 L
Active months
35 / 36
Coolers
4
Local competitors (1 km)
8
HHI (1.5 km)
2,132
Replenishment friction
2.9%

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

    +146.6 L / mo

    Historical seasonality and Sri Lanka demand calendar imply ~146.6 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.

  • monthly_volume_mean
    +201.9
  • Cooler_Count
    +138.7
  • Outlet_Size_Large
    +67.3
  • monthly_volume_q95
    +58.9
  • monthly_volume_std
    +42.7

Top reasons the score is held back

Largest negative SHAP contributors.

  • Outlet_Size_Extra Large
    -118.7
  • climate_jan_humid_pct
    -23.4
  • Province_Western
    -7.7
  • Province_Southern
    -3.4
  • Latitude
    -1.7

What-if scenarios

Model-predicted deltas if a constraint were relieved.

Add one cooler0.0 L / mo
base 732.8 L → after 732.8 L
Remove competitive drag0.0 L / mo
base 732.8 L → after 732.8 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.