Collabwriting 
The former Collabwriting Copilot destination now presents Cluing, a research copilot that uses autonomous agents to search current web sources and analyze uploaded documents for market research, competitive analysis and due diligence. Researchers should protect confidential documents, verify snippets in primary sources, record dates and methodology, check citations and retain human analytical responsibility.
Starting price From $15/mo
Tool Information
The former Collabwriting Copilot destination now presents Cluing, a research copilot that uses autonomous agents to search current web sources and analyze uploaded documents for market research, competitive analysis and due diligence. Researchers should protect confidential documents, verify snippets in primary sources, record dates and methodology, check citations and retain human analytical responsibility.
Use authorized, minimal inputs and grant integrations the least access required. Configure privacy, retention, sharing, quality, accessibility, disclosure, export, governance, moderation and spending controls. Test representative cases, verify generated facts, calculations, citations, customer messages, code, trades and financial details, preserve originals and version history, and retain accountable human approval before publication, outreach, deployment or operational action.
Paid access starts from approximately $15 per month and the reviewed page advertises a 30-day money-back guarantee. Research topics, agents, document uploads, team access, subscription period, renewal and taxes vary.
AI output can be inaccurate, biased, derivative, insecure, incomplete or misleading. Review consent, copyright, financial risk, training and retention terms, renewals, refunds, platform rules and applicable law. Medical, education, finance, investment, compliance, marketing, travel and customer-facing workflows require qualified human review.
F.A.Q (3)
Pros and Cons
Pros
- Continues under the new Cluing brand
- Captures highlighted research from web sources
- Keeps the source and user notes attached to saved insights
- Organizes knowledge into shared workspaces
- Supports collaborative research and commenting
- Offers browser extensions for major Chromium browsers
- Supports PDF uploads
- Provides AI chat over saved context
- Offers access to multiple AI model families
- Hosts autonomous agents without local setup
- Lets agents write posts; build dashboards; and track competitors
- Supports reusable skills and connectors
- Encrypts connector secrets according to the product page
- Enables one-click publishing with custom domains
- Provides mobile task assignment and approval
- Includes a free knowledge-management plan
- Offers unlimited highlights; topics; hashtags; and storage on the listed free plan
- Provides team roles and shared connectors
- Lists ISO 27001 certification
- Supplies a free trial with agent credits
Cons
- The Collabwriting name is obsolete and the product is now Cluing
- Existing users must adapt to a substantially broader product direction
- Autonomous agent seats cost extra
- Agent work consumes separate credits
- Credits make monthly costs less predictable
- The current help center lists Professional at 20 dollars monthly
- The Team plan costs 25 dollars per user monthly
- Each agent seat costs another 25 dollars monthly
- Extra 1;000-credit packs cost 12 dollars
- Free PDF uploads are limited to 2 MB each on the listed plan
- Cloud-hosted agents can act on connected systems
- Connector permissions and secrets require strict governance
- AI agents can publish incorrect or unapproved material
- Saved research can include copyrighted or confidential content
- AI answers over stored context can hallucinate connections
- Multi-model access does not guarantee consistent outputs
- Browser capture depends on extension permissions
- Team workspaces require careful sharing controls
- Custom-domain publishing introduces security and maintenance responsibilities
- The homepage and help center show differing promotional plan details
- Automated competitor tracking may violate site terms or collect stale information
- Human approval remains necessary for consequential agent tasks
- Migration and feature continuity from old Collabwriting workflows should be tested
Reviews
You must be logged in to submit a review.
No reviews yet. Be the first to review!
Before you subscribe
- Check the currency, billing period, automatic renewal, usage limits and seats at checkout — prices and promotions change.
- App-store pricing can differ from website pricing by country, device and tax.
- Share only authorised data, and read the provider's encryption, retention and model-training terms first.
- AI output can be incomplete or wrong. Verify facts, citations, calculations and code before you publish or ship.
- Commercial usage rights vary by plan, provider terms and jurisdiction.
- None of these tools replaces a qualified professional for medical, legal or financial decisions.
Promote
Share this Tool
Similar Tools
Competitor Research finds rival companies, builds watchlists and summarizes ongoing changes to pricing, features, messaging and market activity. Teams should verify every finding against primary sources, distinguish direct from indirect competitors, respect site and data rights, protect strategy inputs, document dates and methodology, avoid deceptive monitoring and retain human strategic judgment.
August 20, 2026
Free + from $79
Cubby Law is an AI teaching assistant for law students, offering professor-specific briefs, quizzes and practice exams designed around course style and grading. Students should verify rules and citations against primary materials, follow academic-integrity policies, avoid sharing restricted exams, protect school data, treat predicted grades as estimates and retain genuine study and legal reasoning.
August 20, 2026
Free + from $16/mo
Decode by Entropik is a human-insights platform for consumer and UX research, combining AI moderation with analysis of attention, emotion and behavior across qualitative studies. Researchers should obtain informed consent, minimize biometric and personal data, validate measurement limitations, avoid unsupported emotion inference, test demographic fairness, secure recordings and retain qualified human interpretation.
August 20, 2026
Custom pricing