Video 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, all for 2 credits.

Score My Video for 2 Credits View Pricing

How Video Virality Predictor Works

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.

AI analyzes frame by frame

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.

Get your score and risks

You receive a 0-100 virality score, a hook strength rating, and a list of retention risks, such as a slow open or a weak payoff, marked at the moments they occur.

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 Love 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

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 vision model watches the full clip frame by frame. It returns a 0-100 virality score, a hook strength rating for the first 3 seconds, a list of retention risks tied to specific moments, 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.

Ready to Try Video Virality Predictor?

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