Prototype · synthetic data

Agent trace

Why this decision

Open member app →

  1. 1. Moment agent

    Priya Menon · professional · City Centre Deira
    First-visit gap · urgency low

    Only shops at Carrefour, while City Centre Deira has 3 SHARE business units.

  2. 2. Ecosystem navigator

    Trigger: Carrefour · cross-BU consent yes
    5 candidate offers

    5 candidates at City Centre Deira: 5 Carrefour offers + 0 cross-property bundles.

  3. 3. Offer economist

    upliftProb × basket × margin − net cost after brand funding
    Spend nothing · saved AED 54

    Spend nothing: best option (AED 15 back on fresh produce) scores AED 2.5, below the AED 5 minimum. Saved AED 54 by not discounting.

    OfferFunded byUplift Exp. GP Net cost Score
    AED 15 back on fresh producesupplier 100%3%2.50.02.5Lower score
    3x points on your top 3 categoriessupplier 80%4%3.12.50.6Lower score
    Double points this weekend at CarrefourMAF4%3.112.0-8.9Costs more than it earns
    Family pack bonus: 1,000 pointsMAF4%3.115.0-11.9Costs more than it earns
    10% off your next Carrefour shopMAF3%2.524.5-22.0Costs more than it earns

  4. 4. Guardrails

    Holdout no · 0 msgs this week
    Spend nothing

    No action to check — economist chose to spend nothing.

  5. 5. Action

    Channel: none
    No message sent

    Decision logged for measurement against holdout.