Algorithmic Principles for Executive Visibility

- **Expertise Classification:** LinkedIn analyzes user profile skills, employment history, and past engagement to assess author topical authority. Posts within your verified domain receive up to 3.4x higher distribution.

- **Meaningful Dialogue Over Mass Likes:** The algorithm prioritizes comment threads between verified industry executives over hundreds of generic emoji reactions.

- **Long-Form Analytical Content:** Document carousels, detailed essays, and data-backed case studies retain high impression velocity for multiple weeks.