Each creator becomes one row with normalized columns - followers, L30D ER%, min/avg/max views, posts/mo, avg likes/comments, audience gender/age/countries/cities, outreach contacts and fraud flags. Exportable to a live Google Sheet for direct shortlisting, approvals and side-by-side decisioning.