Capture from many sources
Save content from webpages, YouTube, PDFs, LinkedIn, X, Reddit, Kindle, email, and other supported sources into one knowledge base.
Cluing
Cluing is a knowledge capture and AI research tool that helps people save material from the web, organize it into topics and clusters, and ask an AI copilot questions grounded in that context. It also supports collaboration, shared workspaces, and team-oriented research workflows.
Overview
Cluing is a knowledge capture and research tool built for people who work across many online sources. It combines browser-based saving, a structured knowledge base, and an AI copilot so users can collect material and then ask questions against that context later.
The product is available through a web dashboard and browser extensions, with mobile dashboard access also supported. Its source pages position it for individual research as well as team collaboration, including shared clusters, topic permissions, and team memory on paid plans.
Core capabilities
Knowledge-grounded AI copilot
Ask questions against your own saved material with Cluing Copilot, which is described as grounded in your knowledge base.
Deep research across sources
Use deep research for multi-step AI research that reads across your sources and the web.
Self-organizing knowledge base
Organize saved snippets automatically into topics and clusters as you add them, reducing manual sorting.
Collaboration and permissions
Share clusters and topic workspaces with collaborators, including role-based permissions and cowrite links.
Hosted agents
Use hosted agents as always-on assistants that can research, monitor, and organize around the clock on eligible plans.
Common use cases
Research and source collection
Collect references, web findings, and source material from many places, then return to them later in a structured knowledge base.
Contextual AI-assisted work
Use the copilot to ask questions against your saved context when drafting content, preparing answers, or checking details.
Team collaboration and review
Share topics or clusters with teammates and control access with viewer, commenter, or editor roles.
Long-form research
Run deeper multi-step research across your saved material and the web for tasks like market research, competitive analysis, and due diligence.
Cross-device access
Manage ongoing knowledge work on desktop or mobile when you need access to your dashboard away from your main workstation.
Pros and Cons
Pros
- Captures material from a broad set of sources, including webpages, PDFs, video, social posts, and email.
- Offers a knowledge-grounded AI copilot so answers can be based on saved context.
- Automatically organizes snippets into topics and clusters.
- Supports collaboration with roles, shareable links, and shared team workspaces.
- Has a free entry point and paid tiers for heavier research and team use.
Cons
- The FAQ says web-page highlighting and snippet saving are not available on mobile.
- Some AI models, larger uploads, shared team memory, and hosted agents are limited to paid plans.
- Hosted agents are described as an add-on on individual plans, not included by default.
FAQ
What is Cluing used for?
Cluing lets you capture and organize information from webpages, PDFs, videos, social posts, and other sources, then use that context when asking its AI copilot questions. The FAQ also says it supports collaboration on web pages, PDFs, and writing projects.
Do I need the extension to use Cluing?
No. The FAQ says you can access the Cluing Dashboard at app.cluing.io without installing the extension. The extension is needed if you want to gather information from the web.
Can I use Cluing on mobile?
Yes. The FAQ says you can access your dashboard on mobile, but highlighting and saving snippets from web pages is not available at the moment.
How do I collaborate with other people?
You can add people directly to a topic with a role such as Viewer, Commenter, or Editor, or generate a cowrite link with specific permissions.
Is there a limit to collaborators?
The FAQ says there is no limit to how many collaborators you can invite for research.
Quick Facts
- Category
- Knowledge capture and AI research
- Platform
- Web dashboard, browser extensions, mobile dashboard access
- Source domain
- cluing.io
- Primary users
- Researchers, teams, content and knowledge workers
- Pricing structure
- Free plan plus paid plans for Pro, Superhuman, Team, and Enterprise
- Team features
- Shared clusters, roles, permissions, and shared team memory on paid plans
Cluing Alternativen
Falconer
Falconer is an AI-powered company brain that keeps internal documentation accurate, searchable, and up to date by syncing with tools like GitHub, Slack, and Linear. It helps engineering and cross-functional teams centralize knowledge and answer questions from a shared source of truth.
Dcyde
Dcyde is a decision log for product teams that captures what was decided, the reasoning behind it, and the source in one shared place. It supports pinning decisions from Slack, Figma, or inside Dcyde and keeps the record searchable over time.
runevr
runevr is a connected workspace for creative teams that combines boards, media review, chat, recordings, drive, calls, and AI agents in one room-based environment. It is designed to reduce tool switching and keep project context together.
Goldfish
Goldfish is an AI memory app for macOS that helps you reply, write, summarize, and continue using the context already on your Mac. It stores memory locally and writes in your tone.
Lasso
Lasso is an ecommerce product data platform for enriching catalog records, processing supplier files, generating product content, and monitoring competitors. It combines a web app with a REST API, SDK, and MCP server for teams and developers.
ArtDeck
ArtDeck is a visual reference board app for iPhone, iPad, and Mac that lets artists collect mixed reference material on one canvas and study it with ToolBox lenses. It works offline, supports optional iCloud sync, and is sold as a one-time purchase with no account required.