Personal Job Coach
Liminary is an AI-powered research and memory tool designed for professionals and small teams who need to save, organize, and recall information from across their workflow. It allows users to save articles, reports, PDFs, AI chat transcripts, and videos with a single click while browsing, and to annotate these materials with personal notes. The system uses AI to proactively resurface relevant information when the user is writing or in meetings, reducing the time spent searching for past work. Liminary also includes a feature called Magnet, a meeting sidekick that pulls in the right information at the right time during conversations. Liminary claims to be 3.4 times more accurate than ChatGPT at retrieving the correct answer across internal and external sources. Every insight traces back to a source, and sources are one click away, promoting verifiability. The tool is privacy-conscious, stating that user data is never used to train AI models. Users can set up watchlists for clients or projects to continuously monitor for new relevant information. Targeted at consultants, researchers, analysts, and other knowledge workers, Liminary helps compound expertise by connecting past work to new tasks. It is available as a free Chrome extension with additional paid plans, operating on a freemium model.
- Category
- AI/ML
- Pricing
- Freemium
Problem solved
Professionals often waste time re-finding research they have already done, lose track of saved materials, and lack a way to recall past work in context. Liminary solves this by providing a centralized AI memory that saves and resurfaces relevant information exactly when needed, reducing time spent searching, improving accuracy with source verification, and enabling users to build on their accumulated knowledge.
Use cases
- Save web articles, PDFs, and AI chat transcripts with annotations for later retrieval
- Recall relevant past research while writing reports or proposals
- Fact-check claims by tracing insights back to original sources
- Monitor client-specific topics for new information via watchlists
- Get proactive suggestions and context during meetings with Magnet
- Organize and search across a personal knowledge base of research materials
Audience
- Researchers
- Business Users
- Enterprise
- Startups
Pros
- Proactive resurfacing of relevant information reduces time spent searching
- High retrieval accuracy compared to general AI assistants
- Source traceability ensures credibility and easy verification
- Privacy-focused: data not used for AI training
- Meeting sidekick (Magnet) provides real-time context
Cons
- Primarily browser-based, requiring Chrome extension for full functionality
- Advanced features likely behind paid plan
- Not a standalone document editor or project management tool
Official website: https://liminary.io/
Canonical LambdaBase page: https://www.lambdabase.com/tools/personaljobcoach