See what the news isn't telling you.
Vouch Media Analysis uses AI to decode bias, extract hidden connections, and transform raw news into actionable intelligence — across 100,000+ sources worldwide.
100,000+
Sources Monitored
Across the globe
20+
Bias Types Detected
From framing to dog-whistles
24/7
Real-Time Analysis
Always watching, always learning
Millions
Articles Processed
And counting
Bias & Trope Detection
Our AI identifies more than 20 types of media bias — from framing and omission to dog-whistles and stereotyping. Every article is analyzed for the patterns that shape public perception, so you can see what's really being said.
Whether it's subtle language choices or overt tropes, nothing slips through undetected.
Entity Extraction & Research Dossiers
One story becomes a full research field. Our system extracts people, organizations, locations, and events, then connects them across sources to build comprehensive intelligence dossiers — automatically.
What would take a research team days takes our platform seconds.
Multi-Source Intelligence
We don't just read the mainstream. Our platform monitors 100,000+ sources including regional outlets, independent media, social platforms, and known extremist channels — because threats don't always make the front page.
See the full picture, not just the headlines.
Action Tools
Intelligence without action is just noise. Generate counter-speech, create multimedia briefings, export research, and equip your community with the tools to respond — not just react.
From insight to impact, in minutes.
This isn't another news app.
News aggregators summarize. We analyze. While apps like SmartNews and Particle focus on making news easier to consume, Vouch Media Analysis focuses on making news easier to understand.
We don't tell you what happened — we show you what it means, who's behind it, and what your community can do about it.
Ready to see beyond the headline?
Join the growing number of community leaders, researchers, and organizations using Vouch Media Analysis to stay informed, stay prepared, and stay ahead.