YouTube Content Intelligence

YouTube content intelligence is the systematic analysis of every video on a channel to identify reputation risks, factual errors, self-contradictions, brand safety issues, and controversial statements. We transcribe every video (using our own speech recognition, not YouTube's auto-captions), run multiple analysis passes, and deliver a report with exact timestamps and clickable links to every flagged moment. PR agencies use it for talent vetting. Brands use it for influencer due diligence. Creators use it to protect their careers.

A channel with 200 videos is fully transcribed and analyzed in under an hour. Larger channels (1,000+ videos) take 2-4 hours. Our local GPU infrastructure transcribes audio at 146x real-time: a 3-hour podcast episode is transcribed in about 75 seconds. We've analyzed channels with 2,000+ videos in a single run.

We don't use YouTube's auto-captions. We download the audio and transcribe locally using NVIDIA's Parakeet ASR model on our own hardware. Our transcription is more accurate than YouTube's, handles multiple speakers (speaker diarization), and works on any video regardless of caption availability or language.

Yes. Our speaker diarization system identifies up to 4 speakers per video and can be trained on a specific voice (like the channel host). We separate the creator's statements from guests, co-hosts, and callers. If a guest makes a controversial claim on someone's podcast, we know it was the guest, not the host.

PR agencies vetting talent before signing them. Brands evaluating influencers before sponsorship deals. Talent managers monitoring their clients' public statements. Media companies auditing content libraries. Political campaigns researching opposition. And creators themselves who want to proactively identify and address potential issues before they go viral for the wrong reasons.

Yes. Video playback uses YouTube's official embedding API with timestamp linking, which is explicitly supported. Transcription uses standard public audio. Content analysis of public videos is unrestricted. We don't circumvent any access controls or analyze private/unlisted videos without authorization.