MeasuresThe substance of the work: the mix of content types (educational, storytelling, perspective vs. announcement), post length relative to platform norms, and the presence of reusable ideas — frameworks, principles, and arguments rather than moments.
ScoringPosts are classified by type and assessed for idea density. The score rewards variety across content types, posts that meet or exceed platform-appropriate length, and the fraction of posts that contain a transferable idea rather than a time-bound announcement. The dimension score is the 90-day average, 0–100.
Why this weightDepth is what makes content compound. Shallow content can perform — a sharp announcement will spike — but it does not accumulate. Depth is the dimension that separates a feed from a body of work, and a body of work is the only thing an algorithm cannot replace.