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Free Virality Predictor: Score Your Video Before You Post

Upload a video and get a 0-100 virality score, a first-3-seconds hook rating, retention risk flags, and specific edits to make it perform better. Each analysis is 2 credits, so your first score is covered by the 4 free credits new accounts get after email verification.

Score My Video for 2 CreditsView pricing

Example result · no login needed

Real report
65of 100

Virality score

Visually appealing but generic

Hook: Strong

Retention risks

  • The 5-second clip is very short, offering little narrative beyond the initial impressive shot.
  • The action is repetitive; the surfer stays in the same position throughout.

Make it more viral

  • Extend the clip to show the surfer exiting the barrel or performing another maneuver for a narrative arc.
  • Add a slow-motion segment to emphasize the power of the wave.
A real Viralance analysis of a 5-second surf clip. Your first score of your own video is free with the credits new accounts get.

Made on Viralance

Recorded clips from the studio. Results vary with the prompt, the model and the settings.

Showcase clip generated on Viralance
Showcase clip generated on Viralance, second example
Showcase clip generated on Viralance, third example
Showcase clip generated on Viralance, fourth example

How Video Virality Predictor works

  1. 01

    Upload your video

    Add the short-form video you plan to post to TikTok, Reels, or Shorts. The predictor reads the actual frames and pacing, not just the caption or hashtags.

  2. 02

    AI watches the clip

    A video-understanding vision model watches the full clip, with extra weight on the first 3 seconds where most viewers decide whether to keep watching or scroll.

  3. 03

    Get your score and risks

    You receive a 0-100 virality score, a hook strength rating, and a short list of retention risks, such as a slow open or a weak payoff, plus a one-line verdict and summary.

  4. 04

    Apply the fixes and re-check

    Each result includes concrete suggestions you can act on, like tightening the cold open or moving the reveal earlier. Re-run for 2 credits after editing to compare scores.

Why creators use it

  • See a 0-100 virality score before you post, so you spend posting slots on videos with the strongest odds
  • Get a dedicated hook strength rating on the first 3 seconds, the window where most short-form viewers scroll away
  • Catch retention risks like slow openings or buried payoffs that quietly drain watch time
  • Receive specific, actionable edits rather than a vague grade, so you know exactly what to change
  • Runs on a video-understanding vision model that reads the actual footage, not just your title and hashtags
  • Costs 2 credits per analysis, cheap enough to test several cuts of the same video and keep the highest-scoring one

Use cases

  • A creator tests three cuts of the same TikTok and posts the version with the highest virality score and hook rating
  • A marketer screens ad creatives before a campaign to catch slow openings that would waste paid reach
  • An e-commerce seller checks a product demo to confirm the payoff lands early enough to hold viewers
  • An agency reviews client videos with a 0-100 score and retention flags to justify edit recommendations

Frequently asked questions

Is there a free virality predictor?

Yes. The Viralance video virality predictor costs 2 credits per analysis, and new accounts get 4 free credits after email verification, so your first virality score is free with no card. After that, each re-check is 2 credits from one-time packages with no subscription.

Will my video go viral?

No tool can guarantee a video goes viral, but the Video Virality Predictor estimates its potential with a 0-100 virality score based on the actual footage. It uses a video-understanding vision model to rate your first-3-seconds hook and flag retention risks, so you can fix weak points before posting. Each analysis costs 2 credits.

How does the AI video virality predictor work?

You upload a video and a video-understanding model watches the clip. It returns an estimated 0-100 virality score, a Weak/Average/Strong hook rating for the first 3 seconds, a short list of retention risks, and concrete suggestions to improve the cut. The analysis costs 2 credits and you can re-run it after editing.

What is a good virality score for a TikTok video?

The predictor scores from 0 to 100, with higher meaning stronger viral potential. Rather than chasing one number, use the breakdown: a low hook strength rating on the first 3 seconds is the most common reason short-form videos stall, so fix that first, then re-check for 2 credits to see if the score moves.

Can AI analyze the hook in my video?

Yes. The predictor gives a separate hook strength rating focused on the first 3 seconds, the window where most viewers decide to keep watching or scroll. It reads the opening frames and pacing, then tells you whether the hook lands and what to change if it doesn't.

How much does the Video Virality Predictor cost?

Each analysis costs 2 credits on Viralance, paid from one-time credit packages with no subscription. Because it's only 2 credits, you can score several versions of the same video and post the one with the highest virality score and strongest hook rating.

Does the virality predictor look at the actual video or just the caption?

It analyzes the actual video. A video-understanding vision model watches the frames and pacing of your clip to produce the 0-100 score, hook rating, and retention risk flags, rather than guessing from your caption, title, or hashtags.

Related pages

  • App Screen Demo templateTemplate
  • Will My Video Go Viral? What AI Analysis Can Tell You (2026)Article
  • AutopilotFeature
  • How to Go Viral in 2026: The Complete PlaybookArticle
  • AI Hook GeneratorFree tool
  • Claude MCP IntegrationFeature
  • FeaturesPage
  • AI Video UpscalerFeature

Ready to try Video Virality Predictor?

Make your first one in a few minutes. The credit cost is shown before you generate.

Score My Video for 2 CreditsView pricing
  • No subscription
  • Credits never expire
  • Failed generations refunded

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