Moonbeam Exchange is a data science platform utilizing over 100 data sources to provide comprehensive market intelligence and innovation strategies. Through its brokerage network, Moonbeam aids startups, corporate innovation labs, and economic development organizations in accelerating innovation with deep industry insights and unconventional thinking. Its services include market intelligence reports, tailored innovation programs, and strategic sourcing, empowering businesses to make data-driven decisions, foster innovation, and maximize benefits from global innovation ecosystems.

ChatGPT Deep Research is an AI-driven research agent based on the O3 model designed to complete complex research tasks autonomously. It supports multiple data formats including text, images, PDFs, and social media data, synthesizing information from hundreds of online sources. The tool generates comprehensive, analyst-grade reports with verified data sources, aimed at providing in-depth, professional-quality research outputs within 5-30 minutes, making it a valuable resource for specialized and domain-specific inquiries.