1 article

Career & LinkedIn

Profile audits, hiring-funnel data, and the soft signals that turn a headshot into a callback.

All LinkedIn Personal Branding Career Growth

1 article

Sort

What 2 Million LinkedIn Headshots Taught Us About Profile Photo

We pulled the patterns out of two million profile photos and matched them to outreach response rates. The five things that moved the needle are not what most people optimize for.

MW

Marcus Williams·May 21, 2026 · 2 min read