# Higgsfield adds a tool that scores clips for virality before you post

By Steven Van · 2026-05-11

The free preview tool rates hook, hold, and viral scores on clips up to 15 seconds, via the platform, MCP, or CLI.

[Higgsfield](<https://creatorstoolbox.com/tools/higgsfield>) has added [Virality Predictor](<https://higgsfield.ai/apps/virality-predictor>), an experimental tool that scores a video clip before you post it. Upload a clip up to 15 seconds, vertical or horizontal, and it returns a hook score, a hold rate, a viral score, and a heatmap showing which regions of a modelled viewer's brain respond to the clip, reportedly powered by Meta's TRIBE v2. It's available on the platform, via MCP, and via CLI, and is free during the experimental preview.

[![](<https://static.higgsfield.ai/marketing-studio-thumbnail.jpg>)](<https://higgsfield.ai/apps/virality-predictor>)

![Higgsfield](<https://higgsfield.ai/icon.png>)

Higgsfield

AI video and image generation platform — create videos, edit with motion control, swap faces, and collaborate in real time.

[View Higgsfield →](<https://creatorstoolbox.com/tools/higgsfield>)

[Original source](<https://higgsfield.ai/apps/virality-predictor>)

[Read Higgsfield adds a tool that scores clips for virality before you post on Creators Toolbox](<https://creatorstoolbox.com/blog/higgsfield-virality-predictor>)

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Canonical source: https://creatorstoolbox.com/blog/higgsfield-virality-predictor