Viral.expert

Viral.expert is a pre-publish decision tool for social media content. While AI tools help you generate posts, Viral.expert helps you decide whether a draft is actually worth publishing. Before you hit “Post”, it analyzes your content and gives you a clear recommendation — publish, revise, or drop — along with concrete reasoning. The focus is not on virality promises or content generation, but on avoiding weak posts and improving decisions over time. Users can test drafts, compare variants, spot weak hooks, and understand why something might underperform before it wastes reach. Viral.expert is built for creators, founders, and marketers who publish regularly and want more signal and less guesswork in an AI-saturated content world.