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Linh Nguyenleft a comment
We built viral.expert after realizing that AI didn’t solve our real problem. Writing posts became easy. Deciding which ones are worth publishing didn’t. Most tools optimize creation. We focus on decisions. viral.expert lets you compare ideas, spot weak framing, and avoid bad publishing bets before they cost you reach. Happy to answer questions — and curious how others here decide what to post 👋
viral.expertA/B test your ideas before you hit publish
AI-powered content made content easy to create — but harder to choose.
viral.expert helps creators and teams decide what’s worth publishing before it reaches their audience.
Instead of generating posts, we compare drafts, analyze platform signals, and highlight which idea has the stronger chance to land — and when it’s better not to post at all.
Think A/B testing for content decisions, paid per experiment. No subscriptions analysis that tells you exactly whether to post—and why.
viral.expertA/B test your ideas before you hit publish