All outlets

OUT_17435

Eatery · Large · Southern · distributor DIST_S_02

Low

Predicted potential

January 2026 if systemic constraints were relieved.

Predicted Jan 2026
1,028.3 L
Recent monthly avg
528.3 L
Own Q90
927.6 L
Active months
32 / 36
Coolers
4
Local competitors (1 km)
3
HHI (1.5 km)
2,215
Replenishment friction
12.5%

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

    +206.6 L / mo

    Historical seasonality and Sri Lanka demand calendar imply ~206.6 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
    +223.6
  • Cooler_Count
    +155.2
  • climate_jan_humid_pct
    +147.1
  • monthly_volume_q95
    +85.2
  • Outlet_Size_Large
    +76.5

Top reasons the score is held back

Largest negative SHAP contributors.

  • Outlet_Size_Extra Large
    -144.1
  • Province_Western
    -3.2
  • type_weighted_pressure
    -1.3
  • worship_score_norm
    -1.0
  • premium_share
    -1.0

What-if scenarios

Model-predicted deltas if a constraint were relieved.

Add one cooler0.0 L / mo
base 1,032.9 L → after 1,032.9 L
Remove competitive drag0.0 L / mo
base 1,032.9 L → after 1,032.9 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.