About PreViral
About PreViral
PreViral is an independent software business from Berlin. It exists to answer the question every creator asks before they create. Will this actually perform?
Last updated 2026-07-11
2026Founded in Berlin, Germany
57Niches researched
5 × 30Platforms × Countries
8,550Distinct scoring contexts
2,500+Hours of research
Origin
Why does PreViral exist?
PreViral exists because most videos fail before the camera rolls. The idea is weak, the hook does not fit the niche, or the format is wrong for the platform. Creators usually learn that after a full day of filming and editing. PreViral moves that moment of truth to before production.
PreViral started with a pattern that was hard to ignore. Creators plan by gut feeling, publish, and hope. Platforms reward the few videos that fit what an audience already wants, and bury the rest. The tools on the market explain performance after the fact. Nothing told a creator, in advance, whether an idea deserved a day of their life. So we built the missing step. A score for the idea itself, grounded in what actually wins in that niche, on that platform, in that country.
Specialized AI
What makes PreViral’s AI specialized?
PreViral’s AI is built for a single job, predicting video performance. It is not a general assistant with an opinion. More than 2,500 hours of research went into understanding how content behaves in 57 niches, on 5 platforms, in 30 countries. That specialization is the product.
57niches
5platforms
30countries
8,550contexts
Every score runs against the conventions of your specific context, not against generic internet wisdom. A hook that works for fitness on TikTok in the US can flop for finance on YouTube in Japan. The research covers AI-generated and human-made content alike, because your niche contains both. Multi-model AI, including computer vision that reads the real video frames, does the judging.
For the step-by-step system behind the score, see how PreViral works.
The creator loop
What does PreViral actually do?
PreViral covers the whole creator loop. Pulse shows what is working in your niche, curated and refreshed every two weeks. Score checks your idea before you film. Blueprint turns it into a plan with AI prompts, not finished videos. Analysis reviews your finished cut. Visuals tests your thumbnail’s click appeal, not guaranteed clicks.
For the 10-framework deep dive, see the analysis page.
Proof
Does the score actually work?
You do not have to take the score on faith. PreViral keeps a public track record. Every prediction is logged before the results are known, then measured against real 7 and 30 day performance. Misses are included, there is no cherry-picking.
Privacy
How does PreViral handle your data?
Privacy first, by design. PreViral runs cookieless analytics on EU infrastructure and deletes your uploaded video after the analysis is finished. Your content is there to produce your results, nothing else. GDPR is the baseline the product was built on, not a checkbox added later.
PreViral is built and operated from Germany, under European data protection law. The full details are in the privacy policy.
The company
Who is behind PreViral?
PreViral is an independent software business based in Berlin, Germany, founded in 2026. There is no invented team page here and no stock-photo office. The legally responsible owner is named in the imprint, where German law requires it. The product speaks for the company.
FAQ
Frequently asked questions
Where is PreViral based?
PreViral is based in Berlin, Germany, and operates under German and EU law. Full company details are listed in the imprint, as German law requires.
Is PreViral GDPR compliant?
Yes. PreViral runs cookieless analytics on EU infrastructure, deletes uploaded videos after analysis, and documents its data processing in the privacy policy. GDPR is the baseline, not an afterthought.
Why should I trust the score?
The score is not an opinion. It compares your idea against documented patterns from more than 2,500 hours of research across 57 niches, 5 platforms, and 30 countries. You also see the reasons behind every score, framework by framework, so you can check the logic yourself.
Is PreViral affiliated with YouTube, TikTok, or Instagram?
No. PreViral is an independent product and is not affiliated with or endorsed by any platform. It analyzes content patterns and your own uploads to produce scores and feedback.
Create with evidence instead of hope
Independent. Privacy-first. Built on 2,500+ hours of research.