About Perception
1,000+ sources. One clear picture.
Perception started because the digital asset industry generates more coverage than any person can track. We built the system that tracks all of it.
The digital asset industry produces thousands of articles, filings, calls, and posts every day. Across a thousand outlets, in dozens of languages, on every platform. No one was aggregating all of it, scoring it, and making it useful.
Perception monitors 1,000+ curated sources in real time. Everything gets sentiment-scored, entity-extracted, and trend-clustered. Then you access it however you work: browse the dashboard, query through your AI, or build on the API.
The goal: professionals who need to know what's happening in digital assets should never have to wonder if they're missing something.
15 years across Universal Music and Blockstream. Two industries disrupted by fragmentation.
Founder
15 years across Universal Music and Blockstream. Watched the music industry fight piracy until streaming made it irrelevant. Watched Bitcoin go from cypherpunk experiment to institutional asset class. Built Perception because the same fragmentation pattern is happening in information, and nobody's navigating it well.
Started tracking how 1,000+ media sources covered Bitcoin differently. Launched a newsletter. It grew to thousands of subscribers because nobody else was connecting the dots.
Launched the platform. Watchlists, Spaces, Recipes, and real-time dashboards. Early users started replacing hours of manual monitoring with one tool.
Full platform with MCP integration, API access, and the most comprehensive source coverage in the industry. Dashboard, AI, or code.
Join 2,000+ professionals
1,000+ sources. Real-time. Dashboard, AI, or API.