The pattern
Fake profiles optimize for first impressions โ vague senior titles, "500+" connections, and generic skills. Real profiles have friction: named institutions, specific numbers, modest careers, posts that cite real tools and mention failures. When a profile triggers a quick "yes," slow down and verify the company independently before sharing money, data, or access.