All outlets

OUT_06104

Eatery · Medium · Western · distributor DIST_W_02

Low

Predicted potential

January 2026 if systemic constraints were relieved.

Predicted Jan 2026
225.1 L
Recent monthly avg
132.1 L
Own Q90
235.3 L
Active months
32 / 36
Coolers
1
Local competitors (1 km)
18
HHI (1.5 km)
859
Replenishment friction
9.4%

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

    +44.5 L / mo

    Historical seasonality and Sri Lanka demand calendar imply ~44.5 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.

  • Outlet_Size_Small
    +27.7
  • Outlet_Size_Medium
    +15.8
  • Province_Western
    +6.6
  • mass_share
    +2.7
  • super_premium_share
    +2.0

Top reasons the score is held back

Largest negative SHAP contributors.

  • monthly_volume_mean
    -55.7
  • Outlet_Size_Extra Large
    -28.8
  • Outlet_Size_Large
    -22.5
  • monthly_volume_median
    -16.0
  • monthly_volume_q95
    -9.3

What-if scenarios

Model-predicted deltas if a constraint were relieved.

Add one cooler0.0 L / mo
base 222.3 L → after 222.3 L
Remove competitive drag+0.1 L / mo
base 222.3 L → after 222.4 L
LKR allocated for Jan 2026: LKR 155

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.