Top Guru Alternatives in 2026
Hand-tested alternatives to Guru, ranked by similarity — pricing, free tiers, and use cases compared. Curated by AI Compass.
- Glean — Glean is an enterprise AI search platform that connects to all the apps and tools in an organization, enabling unified search across Slack, email, Google Drive, and course platforms. Some universities deploy Glean so students can find any document or conversation across all institutional tools from one search box. Its AI provides summarized answers rather than just links.
- Slab — Slab is a team knowledge base that combines wiki-style documents with powerful unified search across all content. Study groups use it to collaboratively build course reference materials where each member contributes notes on assigned topics. The AI summarization feature helps students quickly understand documents written by other group members.
- ClickUp AI — ClickUp is a comprehensive project management platform combining tasks, docs, whiteboards, and chat with an AI assistant that can generate project plans, write task descriptions, and summarize documents. Student teams use it for managing complex research projects and capstone deliverables. The free plan is generous enough for most student team projects.
- Capacities — Capacities organizes knowledge through typed objects rather than folders, letting students create custom types like Book, Paper, Concept, and Person with structured fields and relationships between them. This approach creates a semantically rich knowledge database ideal for research-heavy students. The built-in AI writing assistant helps draft notes directly within the workspace.
- Mural — Mural is a visual collaboration platform used in design, MBA, and innovation courses for activities like user journey mapping, retrospectives, and stakeholder analysis. Its AI facilitator can suggest the next exercise based on the group's current activity. The Education program provides free team access to eligible students and instructors.
- Obsidian AI — Obsidian is a powerful note-taking app that stores notes as local Markdown files and uses bidirectional linking to build a personal knowledge graph. Students use it to connect ideas across courses, creating a permanent research database. Community AI plugins like Copilot for Obsidian enable chatting with an entire vault of notes.
- Logseq — Logseq is a free open-source outliner and personal knowledge management tool that stores all notes as local plain-text files, ensuring complete data privacy. Students build interconnected knowledge graphs with bidirectional linking, daily journal entries, and structured queries. Its block-based editing model makes reorganizing notes and ideas fast and intuitive.
- Tana — Tana is a next-generation knowledge management tool where everything is a typed node, enabling students to build structured databases from notes using supertags with custom fields. A student can tag every reading as a Paper with author, year, and findings fields and then query all papers on a topic instantly. AI commands perform operations across the entire knowledge graph.
- Taskade — Taskade combines AI task generation with project management tools including lists, mind maps, and Gantt charts in one workspace. Students can describe a project goal and receive a full task breakdown with suggested timelines from the AI. Real-time collaboration makes it ideal for group assignments and research projects.
- Motion — Motion uses AI to automatically build and rebuild your daily schedule based on your tasks, deadlines, meetings, and personal work style. Students can input all upcoming deadlines and the app will allocate focused study blocks across the calendar, automatically rescheduling when conflicts arise. It reduces the cognitive load of planning exam prep periods.