Liminary: The AI Second Brain for Consultants & Researchers

Liminary

Liminary is an AI memory tool that lets you save web pages, PDFs, meeting notes, and AI chats, then automatically resurfaces the relevant information while you work or attend meetings, without you needing to search for it manually.

You know that sinking feeling. You’re in the middle of writing a report or prepping for a client call, and you know you read something perfect for this exact moment six months ago. Maybe it was a PDF, a blog post, or a note from a past meeting. But where is it? You spend twenty minutes digging through messy bookmarks and scattered folders, and by the time you find it—or give up—the momentum is gone.

That is the exact problem Liminary is trying to solve. It is not just another place to dump your notes and hope you remember to search later. It is designed to act like a quiet assistant that watches what you save and brings the right piece of information back to you right when you need it, without you having to ask .

What Exactly Does Liminary Do?

The basic idea is simple. As you go about your work, you save things. A web article that looks useful. A PDF from a client. A YouTube video with a good explanation. Even your chats with AI tools like ChatGPT or Claude. Liminary grabs all of this and keeps it in one place .

But here is where it gets interesting. Instead of just sitting there waiting for you to type in a search bar, Liminary tries to understand what you are working on. If you are building a competitive analysis for a new client, it might pull up that market research you saved three months ago, or the deal memo from a similar project, or a blog post you saved about a competitor’s announcement . It connects the dots for you.

Who Is It For?

Liminary is built for people who deal with a lot of information and need to make sense of it. Think consultants who build strategies for different clients, venture capital partners looking for patterns, researchers going through piles of papers, or policy analysts trying to connect past work to current priorities . These are people who already know that information is power, but they are drowning in the mess of organizing it.

One user, a management consultant, explained it nicely: Liminary does not replace your thinking. It just shows you the patterns and connections. You are still the one in control and telling the story .

How It Stacks Up Against Other Tools

You might be thinking, “Isn’t this like Notion or Roam Research?” There is a difference. Notion is great for team collaboration and organizing projects, but it does not proactively bring things back to you. Roam is great for linking ideas together, but it also waits for you to find the connections. Liminary focuses specifically on the synthesis side—it grabs your saved knowledge, connects it, and presents it to you in the context of what you are doing right now . It acts like a thinking partner, not just a search engine.

The Core Features That Matter

Liminary packs a few really useful features into one browser extension (available for Chrome and Firefox). First, one-click capture means you can save almost anything instantly—web pages, PDFs, videos, meeting transcripts, and even AI chats .

Second, there is automatic recall. As you work, Liminary surfaces relevant saved knowledge without you prompting it. It also has a meeting sidekick called Magnet that works during your Google Meet or Zoom calls. While you are on the call, it can pull up relevant notes or past decisions from your saved knowledge base. You can even ask it questions mid-meeting like, “What did we decide about this last time?” .

Third, context-aware synthesis connects related pieces of information across your entire library. It shows you the source for every insight it surfaces, so you know where the information came from. And importantly for many professionals, Liminary claims a privacy-first approach, meaning your data is yours and is not used to train models that help your competitors .

Pricing: What Does It Cost?

Liminary offers a free tier to get started, but the real power kicks in with the paid plans. Here is a breakdown based on current information.

PlanPriceKey Limits and Features
Explorer (Free)$0200 saved documents, 10 uploads per day, 10 meeting assistant uses per month, 3 writing assistant uses per month
Pro$29/month10,000 saved sources, 100 uploads per day, unlimited meeting assistant, advanced recall with fact-check and gap detection, collaboration with up to 10 people per project
TeamCustom PricingEverything in Pro plus unlimited sources, shared team knowledge base, up to 50 members per project, integrations with Slack and more, custom onboarding

The free plan is decent for testing the waters, but if you are a consultant or analyst who saves a lot, the Pro plan is the sweet spot. It is worth noting that Liminary is currently a browser extension only, so there is no dedicated mobile app or offline mode yet .

Final Thought

Liminary is not trying to be a flashy AI that writes your reports for you. It is trying to solve a quieter but more annoying problem: remembering what you already know. For people whose work depends on synthesizing information, that is a very valuable thing. It keeps you sharp in meetings and stops you from losing good ideas in the graveyard of old bookmarks.

Alternatives to Liminary

Notion
A very popular all-in-one workspace for notes, databases, and project management. It is excellent for team collaboration and organizing structured information, but it lacks Liminary’s proactive, automatic recall that surfaces information without you searching.

Roam Research
A note-taking tool designed for networked thought, allowing you to link ideas together in a non-linear way. It is great for researchers who want to build their own web of knowledge, but it does not actively watch your work to bring you relevant context in the moment.

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