Higgsfield Launches AI Similarity-Scoring Tool for Media Content

New feature aims to help creators assess potential IP conflicts in AI-generated videos and images.

Mar. 13, 2026 at 8:55pm by Ben Kaplan

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Higgsfield, an AI-powered video and image platform, has launched a new similarity-scoring tool to help creators and studios evaluate AI-generated content for potential intellectual property conflicts. The tool can detect similarities to characters, celebrity likenesses, brands, artworks, and other protected properties, providing users with a detailed analysis before final production.

Why it matters

As generative AI becomes more mainstream in media and entertainment, there is a growing need for tools that can help creators navigate the complexities of intellectual property and likeness rights. Higgsfield's new similarity-scoring feature aims to address this industry-wide challenge, empowering users to make safer choices when incorporating AI-generated assets into their workflows.

The details

Higgsfield's similarity-scoring tool evaluates AI-generated content and assigns a similarity score to help users identify potential conflicts. The feature goes beyond basic detection, using a more nuanced system to evaluate content against a database of known properties, including characters, celebrity likenesses, brand logos, artworks, and distinct visual styles. In internal testing, the video detection model achieved an 86.6% accuracy rate, with a low 13.4% false positive rate.

  • Higgsfield launched the new similarity-scoring feature on March 13, 2026.
  • The company has seen its user base double in under two months, with a growing share of usage coming from production teams running commercial campaigns.

The players

Higgsfield

An AI-native generative video and image platform for professional creators, brands, agencies, and marketing teams.

Alex Mashrabov

The CEO of Higgsfield.

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What they’re saying

“Generative video is still a new frontier and studios, platforms, and policy experts are all still navigating the complexities of IP and likeness. By activating our content-scoring feature, we give creators a practical way to understand their outputs before final production. We believe that proactive similarity tools like this will soon become standard across the entire generative AI ecosystem.”

— Alex Mashrabov, CEO, Higgsfield

What’s next

Higgsfield has also launched an image model called "Soul Cast" that limits image reference uploads, reducing the risk of generating someone else's likeness. The company is committed to building tools that empower human creativity while respecting intellectual property.

The takeaway

Higgsfield's new similarity-scoring tool is a proactive step towards addressing the growing need for safeguards as generative AI becomes more prevalent in media and entertainment. By providing creators with a practical way to assess potential IP conflicts, the company aims to encourage the responsible use of these emerging technologies.