Side-by-side comparison of AI visibility scores, market position, and capabilities
Higher education student success platform with predictive analytics and coordinated advising to improve retention; EAB-backed competing with Civitas and Starfish for university enrollment cliff response.
EAB Navigate is a student success and advising technology platform that helps colleges and universities improve retention, completion rates, and career outcomes — providing predictive analytics that identify at-risk students before they disengage, integrated advising tools that coordinate support from multiple offices (financial aid, tutoring, career services), and communication automation that enables advisors to proactively reach more students than manual outreach allows. EAB (Education Advisory Board) is a Washington, DC-based higher education research and advisory firm that builds technology and consulting products specifically for college and university administrators.
General-purpose autonomous AI agent. $125M+ revenue run rate. Acquired by Meta for $2B+ (Dec 2025). Founded 2022, China/Singapore. MIT Innovators Under 35.
Manus AI is a general-purpose autonomous AI agent developed by Butterfly Effect Pte Ltd, founded in 2022 by Yichao "Peak" Ji and Xiao Hong. Relocated from China to Singapore (mid-2025). Launched March 6, 2025, autonomously handling complex tasks like market research, coding, data analysis, and content creation without human intervention.
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