Political intelligence, continuously measured
Vox populi, on the record
VicVox turns the public argument into a living map of what communities care about, how opinion moves, and where the next shift is forming.
VicVox hears your voice where the argument takes shape. We measure public online discourse at scale, connect it to the community it came from, and reveal what people care about, where conviction is building, and how the conversation changes — by state and community, every day.
The conversation is the instrument.
Community-level signals. Place-aware context. A public pulse that keeps moving.
VicVox keeps the regional pulse of people via agentic workflows of natural language processing and Bayesian modeling.
Weekly sentiment, March to June 2026, geo-constrained to prospective California voters.
Illustrative. Figures are drawn, not measured.
2026 California gubernatorial primary · support mentions across multiple social media platforms.
Illustrative. Figures are drawn, not measured.
Weekly share of stance-bearing race comments supporting each candidate.
Illustrative. Figures are drawn, not measured.
Mixed reaction likely. Police oversight and taxes are the two most-discussed issues in California right now, so this pairs two hot topics. Porter currently holds 18% candidate support share, below front-runners Becerra and Steyer.
Problems, proposals, likely reactions · grounded in this week's measured discourse.
Illustrative. Dialogue and figures are drawn, not measured.
Our team brings together expertise in digital communications, AI-powered intelligence systems, and electoral analysis to build and scale next-generation polling technology, grounded in rigorous data science and designed for today’s public opinion landscape.
What the discourse is saying — and what it means. Latest: To Give Voters a Sense of Direction, Democrats Need a North Star.