College & Graduate Students

Turning information overload into academic insight

Every student knows that frustrating moment

You're deep into writing your thesis and need to reference that perfect methodology from a paper you read months ago...

...but you can't remember the author, journal, or even the exact search terms you used.

What should be building your argument becomes hunting through endless PDFs and browser history.

We spend 30% of our time just looking for information we already found. Liminary becomes your personal academic companion: instead of endlessly searching through research databases or citation managers, future you will always have your scholarly insights available. No complex setup required, start seeing value in your first session.

Liminary seamlessly weaves together everything you learn…

Web research
Blog posts
Podcasts
Online courses
Expert commentary

Works with articles, PDFs, videos, and meeting transcripts

… and helps you tap into all your knowledge at the right place and the right time.

Summary notes
Industry research
Competitive landscape overviews
Mind maps
Brainstorming for assignment
Prep for class discussion

Every insight includes your source citations so you can verify and build trust in your analysis

How it works

Abstract depiction of an array of information

Save everything that matters

Capture research insights with one-click saving, highlights, and key annotations
Abstract depiction of synthesizing insights out of information

Synthesize with an AI thought partner

Let AI connect patterns while you organize findings in visual thinking spaces
Abstract depiction of the act of creating knowledge out of noise

Create using your knowledge

Draft reports and analysis using all your saved knowledge with source citations
Example Liminary workflow

Graduate student

Literature review

Marcus is writing his thesis on behavioral economics.

01

Save

Getting an understanding of the published literature.

Builds a collection of 25 academic papers, highlighting methodologies and conflicting arguments.

02

Synthesize

Liminary points out opportunities his thesis can tackle.
Asks "How have research methods evolved?" and "What gaps exist in loss aversion studies?" Liminary maps connections between papers.
03

Create

Liminary works alongside Marcus, drawing on his knowledge.
Uses Liminary to draft summaries of competing theoretical frameworks with proper citations from his saved sources.

Common questions Students ask

"What gaps exist in current research on this topic?"
"How do these theoretical frameworks connect to my thesis?"
"What's my strongest position based on these readings?"

What users are saying

Built for you and your team

Share research collections with study groups and collaborate on group projects while maintaining enterprise-grade security standards.
Transform how you develop insights

Get beta access to your new knowledge companion

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