Viral.expert is a pre-publish content evaluation tool for social media.
It helps creators, founders, and marketers decide whether a post is worth publishing before they spend reach, time, or brand credibility.
Instead of generating content or predicting virality, Viral.expert analyzes posts and provides a clear recommendation — publish, revise, or drop — along with practical feedback on what works and what doesn’t.
77 people supporting this launch
4.8
6 ratings
builder in heart
AI video with native sound, paid per clip. Nothing stored.
A calmer Mac menu bar, one click away.
Enterprise Software. Intelligent Automation. Global Impact.
Comments
29builder in heart
Most content tools focus on helping people write or schedule posts. We built Viral.expert because the real problem often happens earlier — deciding whether something is worth publishing at all. Viral.expert doesn’t generate content or promise virality. It helps creators and marketers evaluate drafts, compare variants, and avoid wasting reach on weak posts before hitting “Publish.”
Most content tools focus on helping people write or schedule posts. We built Viral.expert because the real problem often happens earlier — deciding whether something is worth publishing at all. Viral.expert doesn’t generate content or promise virality. It helps creators and marketers evaluate drafts, compare variants, and avoid wasting reach on weak posts before hitting “Publish.”
Great platform for founders
Great platform for founders
Great platform for founders
indie developer，focus on saas
best platform for india developer (build in public)
Trying to build tools I would use.
I like the simple dashboard for the main socials
useful platform on helping people
crazy girl
I like the simple dashboard for the main socials
good platform for founders
123
Most content tools focus on helping people write or schedule posts. We built Viral.expert because the real problem often happens earlier — deciding whether something is worth publishing at all. Viral.expert doesn’t generate content or promise virality. It helps creators and marketers evaluate drafts, compare variants, and avoid wasting reach on weak posts before hitting “Publish.”
Cool product for founders
Great platform for founders
Great platform for founders, I like the saas idea
I've been using Seedream AI image generator recently and it's been amazing for creating unique visuals. If you're interested in AI-generated art, definitely check out https://seedream-5.art/ - it's worth exploring!
Voice AI Anywhere
Most content tools focus on helping people write or schedule posts.
a hustler
Most content tools focus on helping people write or schedule posts. We built Viral.expert because the real problem often happens earlier — deciding whether something is worth publishing at all. Viral.expert doesn’t generate content or promise virality. It helps creators and marketers evaluate drafts, compare variants, and avoid wasting reach on weak posts before hitting “Publish.”
it would be great if you make distribution content on the basis of tones and groups like Ln, reddit, X, Insta, etc
Founder @FLIPit
coo idea. deciding whether something is worth publishing at all is one of the real thing this app solves
Useful to create content on social media like TikTok, Facebook, and Instagram automatically. Easy to schedule my post without a manual.