Illustrative Synthetic Data — This prototype does not contain confidential or actual Unilever commercial data.

Pakistan Growth GPS

Commercial Decision Intelligence — Illustrative Prototype

Opportunity lenses

Each lens re-colours and re-sizes the same territories so the map answers a different commercial question.

Bubble size = addressable opportunity. Colour = attainment risk against the 2026 target.

LahoreFaisalabadGujranwalaMultanBahawalpurKarachiHyderabadSukkurIslamabadRawalpindiPeshawarQuetta
Bubble size = addressable opportunity · colour = target risk

150 territories in view · PKR 3.28bn projected gap · PKR 2.14bn addressable (65.2% recoverability)

Territories in view

Ranked by projected gap. Select a territory to open its deep dive.

TerritoryProjected gapAddressableConfidenceFeasibilityRecommended intervention
Karachi Cantt91.1% attainmentPKR 55.8mPKR 32.7m65%84%
Run availability recovery sprint
Karachi Bypass92.7% attainmentPKR 52.8mPKR 35.5m65%93%
Close core assortment gaps
Karachi East91.2% attainmentPKR 51.7mPKR 30.7m62%72%
Run availability recovery sprint
Karachi Central92.2% attainmentPKR 51.4mPKR 36.1m76%74%
Run availability recovery sprint
Lahore Model Town II92.7% attainmentPKR 50.3mPKR 32.1m73%65%
Reactivate dormant retailers
Karachi West92.2% attainmentPKR 49.9mPKR 31.4m79%74%
Run availability recovery sprint
Lahore South II92.0% attainmentPKR 49.9mPKR 34.7m66%74%
Run availability recovery sprint
Karachi Cantt II92.1% attainmentPKR 49.6mPKR 33.2m72%64%
Run availability recovery sprint
Karachi Satellite II92.3% attainmentPKR 47.9mPKR 30.7m64%78%
Run availability recovery sprint
Karachi Central II92.7% attainmentPKR 47.2mPKR 31.0m65%70%
Run availability recovery sprint
Karachi Model Town92.0% attainmentPKR 45.0mPKR 30.2m81%63%
Run availability recovery sprint
Karachi Link Road92.6% attainmentPKR 44.8mPKR 28.4m77%72%
Run availability recovery sprint
Karachi Township II92.9% attainmentPKR 44.3mPKR 30.4m75%85%
Run availability recovery sprint
Lahore Satellite93.6% attainmentPKR 43.2mPKR 28.8m71%69%
Escalate distributor supply issue
Lahore Township93.2% attainmentPKR 42.6mPKR 24.3m65%75%
Run availability recovery sprint

How these opportunity sizes are calculated

Every lens is a documented, auditable calculation.

  • formula
    Stockout Lost Sales = Latent Demand − Recorded Sales during probable stockout weeks
  • formula
    Assortment Opportunity = Peer-store expected sales × outlet suitability × acceptance probability × fulfilment probability
  • formula
    Dormant Opportunity = Historic run rate × reactivation probability × expected recovery %
  • formula
    Recoverability Ratio = Addressable Gap ÷ Total Target Gap
  • formula
    Promotion Incrementality = Observed uplift − Estimated baseline demand
Illustrative Synthetic Data — This prototype does not contain confidential or actual Unilever commercial data. Recommendations require human approval before any order or task is created.