AI tools are shaping how candidates understand employers, often from thin data and category language. EVP specificity matters more than ever. What you will find in this piece: a first-hand account of how AI tools summarise employers, why they tend to produce the same flattering, category-generic portrait regardless of the actual source material, and what that means if your employer brand relies on being distinctively you. Why it matters now: candidates are increasingly resear