Stop Guessing Predict Viral Videos

PreViral is an AI-powered SaaS platform that helps predict viral video potential before you create content. It scores your ideas across 57 niches, 5 platforms, and 30 countries using 10 data-driven viral frameworks. You describe the video you are planning, select where it will be published, and the platform returns a 0 to 100 score with a framework-by-framework breakdown of what is working and what needs a rework. Unlike analytics tools that analyze past performance, PreViral evaluates content at the concept stage, where changing the hook, the angle, or the format still costs nothing. The same engine also reviews finished videos before upload, surfaces trending outliers in your niche, drafts scripts in your voice, and checks thumbnails before they go live. Every result is a probability signal rather than a promise, and a public track record documents how the predictions compare against real outcomes.

PreViral analyzes your video concept against 10 data-driven viral frameworks tailored to your specific niche, platform, and country. Each framework evaluates a different dimension of viral potential, from hook strength and emotional triggers to trend alignment and audience retention patterns. The frameworks are weighted for the context you select, because what carries a gaming Short on TikTok is not what carries a finance explainer on YouTube. The result is a 0 to 100 score plus specific recommendations for every dimension, so you can see whether a weak hook, a crowded premise, or a platform mismatch is holding the idea back. You can revise the idea and score it again until the concept is worth your production time. The prediction is a probability signal based on current performance patterns, not a guarantee, which is why we log predictions in a public track record anyone can inspect.

Yes. Every account starts with 3 free Score predictions per month plus 1 Short Analysis, and no credit card is required at any point of the signup. The free plan shows the full 0 to 100 score with the complete framework breakdown, so you can test the workflow on real ideas rather than a limited demo. When you need more volume, paid plans start at $9 per month for 30 Scores plus video Analysis, and you can upgrade, downgrade, or cancel from the dashboard at any time, with changes applying at the next billing cycle. The practical way to decide is simple: write down the next three video ideas you are considering, score them on the free plan, and compare the feedback against your own instinct. If the breakdown changes which video you film first, the paid tier usually pays for itself.

vidIQ and TubeBuddy analyze existing videos and channels. They look backward at what already happened: keyword demand, metadata quality, and the performance of published uploads. PreViral looks forward. You describe an idea that does not exist yet, and the AI estimates how it is likely to perform in your niche, on your platform, and in your market, before you spend hours producing it. The tools are complementary rather than interchangeable: keyword research validates that a topic has demand, while PreViral scores whether your specific concept and hook are likely to carry it. PreViral also works across YouTube, YouTube Shorts, TikTok, Instagram Reels, and Facebook Reels, while vidIQ and TubeBuddy focus on YouTube. If you already pay for one of them, nothing breaks: many creators keep their extension for research and add PreViral for the decision before production time gets committed.

PreViral scores your video idea before you create it, at the concept stage, with no clip required. Analytics tools and most virality predictors only work once you already have a finished video or a published post, which means the hours of scripting, filming, and editing are already spent by the time you get a verdict. PreViral is the step before all of that: validate your idea first, then create only what is worth creating. The score is calculated for your specific niche, platform, and country rather than a generic average, and the report explains which of the 10 frameworks are strong and which need work. If you also want a check on a finished cut, the Analysis feature reviews the video before you upload it, so both the concept and the execution get feedback while you can still change them cheaply.

Your score is a number from 0 to 100. 0 to 30 means your idea needs significant rework before it is worth filming. 31 to 60 is average: competitive, but unlikely to stand out. 61 to 80 is good, with strong viral indicators. 81 to 90 is excellent, outperforming most content in your niche. Above 90 is VIRAL READY, meaning your concept hits on nearly every framework. Each score includes a breakdown showing which of the 10 frameworks are strong and which need work, so the number always arrives with an explanation. Read the weakest dimensions first: a slow hook or a crowded premise is usually fixable in minutes, and rescoring the revised idea shows you whether the fix worked. Treat the bands as a filter for your production time, not as a promise of views: every score is a probability signal, not a guarantee.

Traditional analytics tools look backward. They tell you how a published video performed, which is essential for learning, but they are silent about the video you have not made yet. PreViral looks forward at every stage. Score evaluates your idea before you produce anything, so weak concepts get filtered out while changing them is still free. Analysis reviews your finished video before you upload, so you can still fix the hook, tighten the pacing, or swap the packaging before it goes live. One platform covers both sides of the creative process: the decision about what to make and the quality check before publishing. Your analytics dashboard then closes the loop by showing what actually happened, and the public track record lets you compare our predictions against those real outcomes. Analytics and prediction answer different questions, and creators get the most out of using both together.

One flopped video costs you 10 or more hours of scripting, filming, and editing. One idea that scores well before production can save all of that, which is the entire economic case: the score costs minutes, the flop costs days. Start free with 3 scores per month, no credit card needed, and test the workflow on ideas you were going to film anyway. If the framework feedback changes which video you make first even once, the saved production time already outweighs the cost. Paid plans start at $9 per month and pay for themselves with a single better-performing video. And because predictions are cheap talk until they are checked, we log our scores in a public track record with measured 7 and 30 day outcomes, so you can judge for yourself whether the signal is worth the price before you ever upgrade.

PreViral covers 57 niches across YouTube Long-Form, YouTube Shorts, TikTok, Instagram Reels, and Facebook Reels, in 30 countries. Every score is tailored to the combination you select, because performance patterns differ sharply between a cooking Short in Brazil and a business explainer in Germany: the frameworks stay the same, but their weighting and reference patterns follow your context. If your niche moves fast, Pulse refreshes the trending topics and outlier videos in your niche every 14 days, so the patterns your ideas are scored against never fall months behind reality. If you publish the same concept on several platforms, you can score it per platform and see where the idea has the best chances before committing to an edit. And when your exact niche is not listed, the closest match still produces a useful directional signal, and you can ask support which existing niche fits your content best.

We do not claim that it can, and PreViral is not built to replace your creativity. It sharpens it. The platform scores the mechanics that decide whether creative work gets seen: structure, hooks, pacing, trend alignment, and timing, measured against current patterns in your niche and platform. Those mechanics are learnable and measurable; your voice, your humor, and your point of view are not, and they stay entirely yours. In practice the division of labor is simple: you decide what you want to say, and PreViral tells you how that idea is likely to land and which mechanical element is weakening it. A creative concept with a slow hook gets flagged for the hook, not for the concept. You own the creative decisions at every step, and the score makes sure you are never flying blind on the parts that behave like engineering.

PreViral does not stop at scoring. Blueprint is a video script generator that turns a validated idea into a production-ready script, complete with hooks, structure, and CTAs, so the step from a good score to a shoot-ready plan takes minutes instead of an evening. Style Training teaches the system how you write from your own content, so the output is designed to match your voice instead of generic AI copy. On the visual side, Visuals analyzes your thumbnail and suggests improvements before the video goes live, and Analysis reviews the finished cut against the same 10 frameworks the score uses. The intended workflow runs end to end: find an angle with Pulse, validate it with Score, script it with Blueprint, check the cut with Analysis, and confirm the packaging with Visuals. Every step stays optional, so you can use exactly the parts your process needs.