| Primary content type | Video and audio — YouTube, TikTok, Instagram Reels, podcasts | Text news articles, plus podcasts and research from curated sources |
| Unit of analysis | Each individual claim, scored 0-100 for credibility | The article as a whole, via nutrition-label attributes |
| Evidence you can click | Live web sources cross-referenced and linked per claim | Reports source count and diversity within an article; not a per-claim evidence trail |
| Deepfake / synthetic media signals | Flags deepfake and AI-generated media signals in the video itself | Filters AI-generated junk text at the article level; not a video forensics tool |
| Daily news discovery | None — you bring it a link, it doesn't tell you what to watch | A real curated feed across 900+ sources, local news, and a News Concierge chatbot |
| Model transparency | Scores and sources are shown, but the models aren't published | Publishes its models openly (Hugging Face) so anyone can audit the filtering |