This study reveals that modern slavery is more prevalent than ever and often embedded in complex global supply chains. Using multi-regional input–output analysis with a slavery satellite account, it quantifies slavery “footprints” across sectors and regions. It highlights how developed economies displace slavery to developing countries through import-heavy consumption, particularly in construction, trade, and agriculture, offering new tools for accountability and transparency.