Crunchbase’s predictions are the result of a four-layer data pipeline, where each layer builds on the one before it.
We start with proprietary private market coverage — data sourced from 4,000+ venture partners, 600K structured community inputs, and AI-powered discovery across 1,000+ news and regulatory sources. Then, AI-driven modeling and a global team of analysts refine that raw data to ensure it is complete, accurate, and trustworthy.
Those validated data points feed into real-time market signals — aggregated from 80M+ user interactions that reveal early market momentum and intent before it's visible elsewhere. Finally, all of these layers converge to power predictive intelligence: 15M+ predictions across the full private company lifecycle, refreshed weekly, spanning Funding, Growth, Acquisition, IPO, Closure, Layoff, and Remain Private Predictions.