Update official presentation slides attached in Additional Info (with Google Drive + Docs slide links provided in Project links).
Expansion Copilot - a Data-Driven Retail Site Intelligence
We turn open POI data into comparable “café fabric” signals across metros, then rank H3 areas with transparent scoring +Streamlit copilot so expansion teams shortlist sites with evidence =no guesswork
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