Typefully handles the full drafting-to-publishing loop for X, LinkedIn, Bluesky, Threads, and Mastodon from a single editor with pixel-accurate previews before anything goes live. The AI writing assistant is trained on your existing posts so suggestions stay in your voice rather than defaulting to generic filler. Collaborative drafting with inline comments makes it usable for teams and ghostwriters who need a review step before publishing. The ceiling appears when you need API-level automation or CRM-connected publishing workflows — Typefully executes what you direct, it does not orchestrate tasks on its own. Teams that outgrow manual scheduling typically layer in a dedicated social automation platform alongside it.