
SpecialistProvides a unified connected workspace for team documents and databases, but lacks Dust's advanced multi-source enterprise knowledge indexing.

ConceptMap AI records 33,063 monthly visits with -30.9% month-over-month growth and Freemium pricing. Dust records 547,217 monthly visits with +1.8% growth and Contact for Pricing pricing.
Turn PDFs, lecture notes and long chats into presentable concept maps
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | conceptmap.ai | dust.tt |
| Pricing Model | Freemium | Contact for Pricing |
| Monthly Visits | 33.06K (33,063) | 547.22K (547,217) |
| MoM Traffic Delta | -14.78K (-30.9%) |
| +9.48K (+1.8%) |
| Primary Market & Share | 🇨🇴 Colombia (18.2%) | 🇫🇷 France (65.4%) |
|---|
| Direct Visits / mo | 4.01K | 456.92K |
|---|
| User Rating | 4 | 4.4 |
|---|
| Supported Platforms | Website | Website |
|---|
Turn PDFs, lecture notes and long chats into presentable concept maps
Drop in PDFs, papers, lecture notes, photos of handwritten notes, YouTube lecture URLs, ChatGPT conversations, abstracts or just a topic — the AI extracts the structure for you.
Turn any map into a linear, node-by-node walkthrough with keyboard navigation, where the current node centres and the rest fade for distraction-free teaching.
Publish a map to a link that anyone can view, present or remix without signing up — ideal for students, study groups and shared notes.
Paid plans unlock premium models including Claude, GPT-5, Gemini Pro, Grok and Mistral for higher-quality extraction.

Multiplayer AI where people and agents work side by side
Connect 70+ tools including Slack, Notion, Google Drive, GitHub, Salesforce and Zendesk so agents answer with real company knowledge instead of generic guesses.
Reach messaging, CRM, docs, project management, data, finance and MCP servers through one platform, so agents can act across systems rather than just chat.
Build agents with 20+ frontier and open-source models from OpenAI, Anthropic, Google and Mistral, and pick the best model for each task.
A dual-layer permission model, SCIM-synced groups, admin-gated overrides, audit logs and usage analytics keep company data locked down while teams move fast.

SpecialistProvides a unified connected workspace for team documents and databases, but lacks Dust's advanced multi-source enterprise knowledge indexing.

Integrates deeply with CRM ecosystems to automate enterprise workflows, but is tightly bound to the Salesforce software suite.

Offers robust enterprise-wide permission-aware search and knowledge management, but with less focus on custom multi-model agent workflows.
#3Combines multi-model chat assistants and automated machine learning optimization, but with a heavier focus on data science pipelines.

Turn any material into visual study sets, flashcards and quizzes
SpecialistTurn one prompt into live business apps, AI agents and automated workflows

Turn PDFs, videos, web pages and recordings into structured AI mind maps
SpecialistExcels at visual no-code web scraping and data automation pipelines, but lacks Dust's dedicated internal knowledge base architecture.

MindMap AI is an AI mind map generator that starts from a prompt, PDF, video, audio file or webpage and returns a structured map you can edit by hand or refine in chat. Manual mind mapping is free forever, and AI credits are the paid layer.

SpecialistFocuses on secure enterprise workflow automation and security orchestration, but requires more manual setup for custom AI agents.

AI concept maps, flashcards and study tools in one place

AI-powered visual collaboration for diagrams, mind maps, and charts
Integrates deeply with CRM ecosystems to automate enterprise workflows, but is tightly bound to the Salesforce software suite.
Offers robust enterprise-wide permission-aware search and knowledge management, but with less focus on custom multi-model agent workflows.
Combines multi-model chat assistants and automated machine learning optimization, but with a heavier focus on data science pipelines.
Turn any material into visual study sets, flashcards and quizzes
Turn PDFs, videos, web pages and recordings into structured AI mind maps
SpecialistExcels at visual no-code web scraping and data automation pipelines, but lacks Dust's dedicated internal knowledge base architecture.
MindMap AI is an AI mind map generator that starts from a prompt, PDF, video, audio file or webpage and returns a structured map you can edit by hand or refine in chat. Manual mind mapping is free forever, and AI credits are the paid layer.
SpecialistFocuses on secure enterprise workflow automation and security orchestration, but requires more manual setup for custom AI agents.
AI concept maps, flashcards and study tools in one place
AI-powered visual collaboration for diagrams, mind maps, and charts