Competitive and market research
Collect current evidence from many sites, preserve the exact supporting passages, and organize findings by competitor or market.
Independent tool overview
Cluing Research Copilot at a glance
Cluing Research Copilot, formerly Collabwriting, combines AI-assisted web research with a source-linked knowledge workspace for saving, organizing, discussing, and reusing evidence.
Visit the official Cluing Research Copilot site ↗
- Current product
- Cluing Research Copilot
- Former brand
- Collabwriting
- Product type
- Collaborative research and AI knowledge workspace
- Best for
- Market research, due diligence, consulting, compliance, and study
- Sources
- Web pages, PDFs, video, social posts, documents, and saved snippets
- AI output
- Source-linked answers, snippets, comments, and editable documents
- Free plan
- $0 with limited clusters, uploads, and AI access
- Paid platform
- From $12/month billed annually; monthly pricing also available
Overview
What Cluing Research Copilot is
Collabwriting officially rebranded to Cluing in January 2026. The original Research Copilot URL now redirects to Cluing, and existing saved insights, clusters, and login information carried over through the name change.
The Research Copilot can send agents to search and read current web pages, surface relevant passages as locatable snippets, and add comments explaining why each finding matters. Users can also bring PDFs, CSV files, reports, papers, and other documents into the research process.
Cluing is broader than the original Copilot. Its browser extensions and mobile apps capture exact passages from websites, PDFs, YouTube, social platforms, newsletters, email, and Kindle highlights. Snippets retain their source and can be organized into Topics and Clusters, shared with collaborators, and used as context in AI Chat.
The strongest use case is research that must remain traceable and reusable after the initial answer. The main limitations are a changing product and pricing structure, the need to verify agent-selected evidence, and the privacy implications of uploading internal material or allowing agents and third-party models to work with it.
Use cases
Who Cluing Research Copilot is best for
The strongest fit depends on the job you need the product to complete, not the size of its feature list.
Consultants and analysts
Build a reusable evidence base for client work instead of losing citations across tabs, spreadsheets, and chat threads.
Legal and compliance teams
Save exact regulatory language, add interpretation and ownership, control sharing, and compare updates with prior research.
Content and product marketing
Capture customer language, market signals, examples, and statistics, then turn those sources into briefs or drafts in Canvas.
Students and academic researchers
Organize readings, compare arguments, identify gaps, create study materials, and draft from source-linked notes.
Capabilities
Core Cluing Research Copilot features
Autonomous online research
Research agents search current web content and visit pages to identify potentially relevant evidence.
Locatable source snippets
Findings preserve the exact highlighted passage and its source instead of returning only an unsupported summary.
Agent commentary
The Copilot can attach a note explaining why a selected passage may matter to the research question.
Document research
Upload PDFs and other supported documents so agents or AI Chat can summarize, extract, compare, and answer questions about them.
Cross-source capture
Save material from web pages, PDFs, YouTube, LinkedIn, Reddit, X, Quora, Kindle, newsletters, email, and mobile share sheets.
Topics and Clusters
Group snippets into shareable Topics and place related Topics into larger Clusters for projects, clients, or workstreams.
Contextual collaboration
Add comments, tags, reminders, mentions, and view, comment, or edit permissions directly on research evidence.
AI Chat with sources
Ask questions across the web, uploaded files, and saved Topics, with source links for checking the response.
Multiple AI models
Cluing advertises access to agents and models from providers including OpenAI, Anthropic, Google, xAI, DeepSeek, and Meta, depending on plan.
AI Canvas
Turn a research conversation into a structured editable document, then revise sections and format the result.
AI-assisted organization
Suggest titles, tags, and Topics for new snippets or use a workspace agent to propose a cleaner knowledge structure.
Exports and reuse
Copy research into Google Docs, Word, Notion, or email, and export Topics as PDF or CSV for other workflows.
Process
How the Cluing Research Copilot workflow works
Step 1
Define the research decision
Write the specific question, audience, geography, time range, and decision the work must support.
Step 2
Create a Topic or Cluster
Set up the research structure before collecting sources so every finding lands in the right project context.
Step 3
Add known material
Upload approved documents and save the best internal or external sources you already trust.
Step 4
Run targeted research
Give the agent clear subquestions, preferred source types, exclusions, and freshness requirements.
Step 5
Open every important source
Check the original passage, publication date, author, context, methodology, and whether a newer source supersedes it.
Step 6
Annotate why evidence matters
Add comments that distinguish facts, interpretations, contradictions, risks, and follow-up questions.
Step 7
Organize and deduplicate
Merge overlapping findings, tag themes, separate primary from secondary evidence, and keep conflicting sources visible.
Step 8
Synthesize in AI Chat or Canvas
Ask for comparisons, gaps, or an outline grounded in selected Topics, then edit the resulting document directly.
Step 9
Review and export
Verify every consequential claim, preserve source links, remove sensitive material, and export the deliverable to the team's final system.
Cost
Cluing Research Copilot pricing and free plan
Cluing's current main platform offers Free, Pro, and Team plans, while the separate Research Copilot early-access page still advertises a $15 monthly offer. The main site shows annual-effective pricing by default, and the Help Center publishes separate month-to-month and add-on rates. Because plan and credit language is evolving, confirm the live checkout before purchasing.
Free
$0
For building a personal source-linked knowledge base with limited AI access.
- Unlimited snippets and Topics
- 5 Clusters, 5 guests, and document uploads up to 2 MB
- Selected AI models; the Help Center states 10 AI credits per month
Pro
$12/mo annually or $20 monthly
For individuals who research heavily and want frontier models, deeper research, and shared memory.
- $144 billed yearly on the current annual offer
- Current site displays 2,500 credits per month and no included Agent Seat
- The trial advertises one Agent and $100 in free credits
Team
From $140/mo annually
For a shared research and agent workspace.
- Displayed configuration includes 3 people, 1 Agent Seat, and 8,000 credits per month
- $1,680 billed yearly for the displayed configuration
- Roles, model access controls, unlimited shared Clusters, and unlimited guests
Research Copilot early access
$15/mo
A separate public offer on the Copilot-specific landing page.
- Unlimited research Topics
- Priority agents and bring-your-own documents
- 30-day money-back guarantee advertised on the page
Agent and credit add-ons
From $12/mo
Optional capacity described in Cluing's current Help Center.
- 1,000 additional credits listed at $12 per month
- Agent Seats listed at $25 per month each on Professional and Team plans
- Confirm how general AI use and autonomous-agent credits are counted in the current workspace
Enterprise
Custom
For organizations that require broader administration, security, procurement, or deployment terms.
- Request current seat, agent, and usage pricing
- Confirm model providers, data handling, retention, SSO, audit controls, and support
- Cluing advertises ISO/IEC 27001:2022 certification
Pricing checked . Check current pricing at the source ↗
Assessment
Cluing Research Copilot strengths and limitations
Where it stands out
- Preserves exact source passages and links alongside AI-generated interpretation
- Combines active web research with a long-term knowledge base rather than producing a disposable answer
- Captures evidence from a wide range of websites, documents, video, social, email, and mobile sources
- Topics, Clusters, comments, tags, and permissions make research collaborative without separating discussion from evidence
- AI Chat can use saved Topics and uploaded files as explicit context
- Canvas turns research into an editable deliverable without losing the source-gathering workflow
- Free plan is useful for testing capture and organization before paying
- Browser extensions, mobile apps, sharing, and exports support research across normal working environments
What to consider
- The Collabwriting-to-Cluing rebrand and older product pages create naming and navigation confusion
- The standalone $15 Copilot offer and the newer Cluing platform plans overlap without a fully clear public migration explanation
- Pricing and credit descriptions differ between the main plan page and Help Center, so checkout must be verified
- Autonomous agents can miss authoritative sources, select weak evidence, or misinterpret a passage
- A source link does not prove a claim is current, independent, methodologically sound, or quoted in context
- Users still need to distinguish primary evidence, secondary reporting, opinions, sponsored content, and duplicate sources
- AI-generated comments and documents can contain unsupported conclusions even when some citations are present
- The quality of synthesis depends heavily on how well Topics are curated and annotated
- Large research libraries require consistent naming, tagging, permissions, and archival discipline
- The Free plan limits Clusters, guests, document size, and AI access
- Browser extensions and cross-platform capture introduce a broad permission and privacy surface
- Uploading confidential documents requires review of workspace access, retention, model providers, and organizational policy
- Cluing's public terms and privacy policy are dated September 2022 and provide limited detail about its newer multi-model AI workflows
- A structured workspace can add overhead for one-off questions that a simpler search assistant could answer faster
Compare
Cluing Research Copilot alternatives
The right alternative depends on the specific output, workflow, controls and budget your project requires.
Students
Gemini Notebook (formerly NotebookLM)
A strong source-grounded notebook for asking questions, generating study materials, and synthesizing a defined collection of documents.
Explore Gemini Notebook (formerly NotebookLM) →Data Analysis
Perplexity
A faster choice for current web research and cited answers when long-term snippet organization and collaboration are less important.
Explore Perplexity →Data Analysis
Unriddle
A focused workspace for reading, linking, and writing from academic papers and long documents.
Explore Unriddle →Questions
Cluing Research Copilot FAQs
Is Collabwriting AI Research Copilot still active?
Yes. Collabwriting rebranded to Cluing, and the old Copilot URL redirects to the active Cluing Research Copilot page.
Why did Collabwriting become Cluing?
The company said users were doing more than collaborative writing: they were collecting, connecting, and acting on research. The Cluing name reflects that broader knowledge-work focus.
What happened to existing Collabwriting data?
Cluing's rebrand announcement says saved insights, Clusters, and login information remained intact through the name change.
What does the Research Copilot do?
It uses agents to research current web sources, extracts locatable passages, explains their relevance, and can work with uploaded documents.
Does Cluing show its sources?
Yes. Saved snippets remain linked to their original location, and Cluing AI Chat advertises source links. Users should still open and verify important sources.
Can I research my own documents?
Yes. The Copilot page advertises documents such as CSV files, PDFs, reports, papers, and e-books, while current AI Chat supports direct document uploads.
Can teams collaborate in Cluing?
Yes. Teams can share Topics and Clusters, assign view, comment, or edit access, discuss exact snippets, mention collaborators, and maintain shared context.
What is AI Canvas?
Canvas turns research from an AI conversation into a structured editable document with headings, lists, quotes, and other formatting controls.
Is Cluing free?
Cluing has a free plan with unlimited snippets and Topics but limits on Clusters, guests, upload size, and AI access.
How much does Cluing Pro cost?
The current site shows $12 per month when billed annually at $144. Cluing's Help Center lists Professional at $20 for month-to-month billing.
Is the separate $15 Research Copilot plan still available?
The active Copilot landing page still advertises $15 per month for unlimited research Topics, priority agents, and document uploads. Confirm the current checkout and how it relates to Pro before purchasing.
Can I trust Cluing's AI research without checking it?
No. Open the underlying sources and verify authority, date, methodology, context, and whether the AI's interpretation actually follows from the cited passage.
Bottom line
Our Cluing Research Copilot verdict
Cluing is most valuable when research needs to become durable team knowledge, not merely a cited answer. Its exact-source snippets, collaborative annotations, saved context, AI Chat, and Canvas create a strong path from discovery to a reusable deliverable. The product has outgrown the original Collabwriting Copilot, but its public pricing and legal documentation need clearer consolidation; verify the plan and data terms before rolling it out broadly.
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