EAB vs Manus AI

Side-by-side comparison of AI visibility scores, market position, and capabilities

EAB leads in AI visibility (74 vs 63)
EAB logo

EAB

LeaderEdTech & Learning Platforms

Higher Ed Student Success & Analytics

Higher education advisory, technology, and research firm offering Navigate student success platform and enrollment management. Washington DC, PE-backed.

AI VisibilityBeta
Overall Score
B74
Category Rank
#1 of 2
AI Consensus
61%
Trend
up
Per Platform
ChatGPT
79
Perplexity
66
Gemini
81

About

EAB is a higher education research, advisory, and technology company that serves colleges and universities with data-driven research and best practice guidance, the Navigate student success platform, and enrollment and marketing services. Headquartered in Washington, DC and backed by private equity, EAB works with more than 2,000 higher education institutions globally, combining strategic consulting, peer benchmarking research, and purpose-built software that operationalizes research findings into daily institutional workflows. The company's breadth — from advisory services to the operational technology that advisors use daily — gives it a distinctive position in the higher education market.\n\nEAB's Navigate platform is one of the most widely deployed student success management systems in US higher education, providing a CRM-like advising tool where academic advisors, faculty, and student services staff coordinate proactive outreach to students, track intervention history, and monitor student progress indicators. Navigate uses predictive analytics to flag students at risk of academic difficulty or attrition and guides advisors in conducting structured, evidence-based advising appointments. The platform also includes a student-facing mobile app that enables students to schedule appointments, view their progress dashboards, and receive proactive nudges from their institution.\n\nEAB also provides enrollment management services including market research, financial aid optimization, and digital marketing for student recruitment — extending its role from advising technology to comprehensive institutional strategy support. The company competes with Civitas Learning, Ellucian, and Salesforce Education Cloud in the advising technology space, and with Ruffalo Noel Levitz and SEM works in enrollment strategy. Its combination of research and technology gives EAB a unique value proposition among the institutions that value both strategic insight and operational tools.

Full profile
Manus AI logo

Manus AI

ChallengerAI & Machine Learning

Autonomous AI Agents

General-purpose autonomous AI agent. $125M+ revenue run rate. Acquired by Meta for $2B+ (Dec 2025). Founded 2022, China/Singapore. MIT Innovators Under 35.

AI VisibilityBeta
Overall Score
B63
Category Rank
#1 of 2
AI Consensus
66%
Trend
up
Per Platform
ChatGPT
66
Perplexity
64
Gemini
54

About

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.

Full profile

AI Visibility Head-to-Head

74
Overall Score
63
#1
Category Rank
#1
61
AI Consensus
66
up
Trend
up
79
ChatGPT
66
66
Perplexity
64
81
Gemini
54
79
Claude
69
82
Grok
64

Capabilities & Ecosystem

Capabilities

Only EAB
Higher Ed Student Success & Analytics
Only Manus AI
Autonomous AI Agents

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