
Nutshell AI Video
Turn long-form video content into viral summaries and social clips in seconds.

Turn long-form video into viral short-form clips with AI-driven virality scoring.

ClipFM is an advanced AI-driven video repurposing engine designed to ingest long-form content—primarily podcasts, webinars, and interviews—and extract high-engagement segments suitable for TikTok, Instagram Reels, and YouTube Shorts. By 2026, ClipFM has solidified its market position through a multimodal technical architecture that combines OpenAI's Whisper for ultra-precise transcription with proprietary NLP models that evaluate 'virality potential' based on emotional peaks, sentiment analysis, and pacing. The platform utilizes computer vision for active speaker detection and intelligent framing, ensuring that the 9:16 aspect ratio always captures the most relevant visual data. Its technical edge lies in its 'Content Context Engine,' which doesn't just cut clips based on silence, but understands the narrative arc of a conversation. This allows creators to maintain the integrity of a discussion while optimizing for short-form retention metrics. In the competitive landscape of 2026, ClipFM differentiates itself via seamless cloud-based rendering and a robust templating system that allows for granular control over dynamic captioning and brand-consistent overlays, making it a staple for mid-to-large-scale digital media agencies.
ClipFM is an advanced AI-driven video repurposing engine designed to ingest long-form content—primarily podcasts, webinars, and interviews—and extract high-engagement segments suitable for TikTok, Instagram Reels, and YouTube Shorts.
Explore all tools that specialize in virality scoring. This domain focus ensures ClipFM delivers optimized results for this specific requirement.
Explore all tools that specialize in transcribe audio content. This domain focus ensures ClipFM delivers optimized results for this specific requirement.
Explore all tools that specialize in generate video captions. This domain focus ensures ClipFM delivers optimized results for this specific requirement.
Uses a proprietary LLM to analyze transcript context and audience retention data to predict social performance.
Computer vision algorithms identify faces and track mouth movements to automatically center the frame on the person speaking.
Sub-word level timestamping allows for word-by-word animation and highlight colors based on emphasis.
Automatic translation and dubbing capability using neural voice synthesis.
AI analyzes the script and automatically suggests or inserts relevant stock footage to cover transitions.
Templates that automatically switch between split-screen, picture-in-picture, and single-guest views.
Distributed rendering pipeline that allows for multiple long-form videos to be clipped simultaneously.
Authenticate via Google or email and navigate to the main dashboard.
Upload long-form video file or provide a direct YouTube/Vimeo URL link.
Select the AI Analysis mode (e.g., Podcast, Interview, or Educational).
Choose the target language for transcription and captioning (50+ languages supported).
Wait for the multimodal AI to process the video (processing time usually 1/3 of video length).
Review the generated 'Clip List' sorted by virality score (0-100).
Customize the framing using the 'Active Speaker' auto-reframe tool.
Apply brand templates including custom fonts, colors, and progress bars.
Preview the final rendered clip with dynamic AI captions.
Export clips directly to social media or download as high-bitrate MP4s.
All Set
Ready to go
Verified feedback from other users.
"Users praise the virality scoring accuracy and the quality of auto-framing, though some request more advanced timeline editing features."
Post questions, share tips, and help other users.

Turn long-form video content into viral summaries and social clips in seconds.

Precision-grade human-in-the-loop transcription for high-stakes enterprise workflows.

The global standard for AI-driven live captioning, transcription, and translation across the media ecosystem.

Precision time-stretching and pitch-shifting for professional transcription and music analysis.

AI Inference platform offering developer-friendly APIs for performance and cost-efficiency.

Effortlessly launch and grow your audio or video podcast with AI-powered tools in one place.

The All-in-One AI Video Studio for Talking Head Content

Transform long-form audio into a multi-channel content engine using high-fidelity AI orchestration.