# ConceptMap AI vs Dust

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.

| Metric | [ConceptMap AI](https://openaitools.app/tool/conceptmap-ai) | [Dust](https://openaitools.app/tool/dust) |
| :--- | :--- | :--- |
| Website URL | https://www.conceptmap.ai | https://dust.tt |
| Categories | AI Map Generator, AI Mind Mapping, AI Chatbot, AI Diagram Generator | AI Assistant, Large Language Models (LLMs), AI Workflow, AI Knowledge Management |
| Pricing Model | Freemium | Contact for Pricing |
| Monthly Visits | 33,063 | 547,217 |
| MoM Growth Rate | -30.9% | +1.8% |
| Primary Market | Colombia | France |
| Direct Visits | 4,013 | 456,919 |
| Review Score | 4 | 4.4 |
| Saved Count | 25 | 5 |
| Supported Platforms | Website | Website |

## ConceptMap AI

ConceptMap AI targets people who have to genuinely understand something rather than merely skim it. You feed the tool a PDF, a chapter, a set of lecture notes, a photo of handwritten notes, a YouTube lecture URL or a long ChatGPT conversation, and it extracts the argument structure into a hierarchical mindmap. The map is deliberately built to be dense enough to teach with, not just a decorative sketch.

Its distinguishing feature is Present mode. Once a map exists, you can enter a linear, node-by-node walkthrough where keyboard arrows advance, the active node centres and surrounding nodes fade back. That makes it useful for a class, a study group or a solo Feynman-style explanation. Published maps can be shared via public links that viewers can open, present and remix without creating an account — handy for classroom scaffolds and shared lab notebooks.

The product is explicit that it builds mindmaps (a hierarchy with a central topic and branches) rather than Novak-style propositional concept maps with labelled cross-links. It supports native comprehension in English, Spanish, Portuguese, Italian, French, German, Arabic, Hebrew, Japanese, Korean and Traditional Chinese. A gallery of 140-plus browsable example maps spans subjects from quantum mechanics and astrophysics to biotechnology and tourism research.

**Pricing & Plans:** Free to try, with paid subscription tiers. Pro costs $15.9/month billed monthly (about 500 maps per month and 500 AI credits, premium models such as Claude, GPT-5, Gemini Pro, Grok and Mistral, unlimited maps and published links, password-protected publish links). Max costs $49.9/month (about 5,000 maps per month, 5,000 AI credits and priority support). Region-matched intro offers may give eligible annual plans a 7-day free trial, while eligible monthly plans may start with an introductory first month; Stripe shows the exact schedule before you confirm.

- **Multi-source ingestion:** 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.
- **Present mode:** 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.
- **Public share links:** Publish a map to a link that anyone can view, present or remix without signing up — ideal for students, study groups and shared notes.
- **Premium model choice:** Paid plans unlock premium models including Claude, GPT-5, Gemini Pro, Grok and Mistral for higher-quality extraction.
- **140+ example gallery:** Browse more than 140 real maps across disciplines such as physics, biology, environmental science, materials science and tourism research.

**Strengths:** Genuinely multi-source input, from PDFs and handwritten notes to YouTube lectures and ChatGPT threads; Present mode makes maps usable for real teaching, not just note-taking; Viewers can open and remix shared maps without an account; Native comprehension in 11 languages rather than machine translation

**Limitations:** It is a mindmap tool, not a Novak-style propositional concept map with labelled cross-links; Free experience is limited; sustained use requires a Pro or Max subscription; The interface is text-and-structure oriented, so purely visual designers may find it plain

[Profile (Markdown)](https://openaitools.app/tool/conceptmap-ai.md)

## Dust

Dust positions itself as 'multiplayer AI' for human-agent collaboration. Rather than giving each employee a private chatbot, it lets teams build agents that have shared access to company knowledge, connected tools, conversations and notifications, so work can move back and forth between people and AI. Agents can be reused across departments, and human review stays part of the loop where it matters.

The platform's differentiator is context. According to Dust, most AI tools can retrieve a single Slack message or CRM record, whereas its agents pull context together across Slack, CRM, documents and other company systems to answer with the full picture and then act on it. Over 70 connectors cover messaging, calendars, CRM, file storage, project management, data and finance tools, and agents can reach MCP servers through the same gateway.

Governance is a first-class feature. Dust offers a dual-layer permission model that separates what agents can access from who can use them, SCIM-synced groups, admin-gated overrides, audit logs and analytics for monitoring adoption, usage, cost and ROI. It is SOC 2 Type II certified, offers US or EU data residency and supports single-tenant deployment. Teams can build agents with 20+ frontier and open-source models from OpenAI, Anthropic, Google, Mistral and others, choosing the right model per workflow. The company says more than 3,000 organizations and 300,000+ agents run on the platform.

**Pricing & Plans:** Contact for pricing. Dust offers a free trial after signup, but its plans are oriented toward teams and enterprises with usage-based credits, volume pricing and dedicated support; you need to talk to sales for exact figures.

- **Agents with company context:** Connect 70+ tools including Slack, Notion, Google Drive, GitHub, Salesforce and Zendesk so agents answer with real company knowledge instead of generic guesses.
- **70+ connectors and MCP support:** Reach messaging, CRM, docs, project management, data, finance and MCP servers through one platform, so agents can act across systems rather than just chat.
- **Model flexibility:** Build agents with 20+ frontier and open-source models from OpenAI, Anthropic, Google and Mistral, and pick the best model for each task.
- **AI-native governance:** 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.
- **Multiplayer collaboration:** People and agents share context, tools and notifications, so cross-functional workflows run with reusable skills and human review built in.

**Strengths:** Deep context gathering across 70+ enterprise connectors; Strong enterprise governance with permissions, audit logs and SOC 2 Type II; Model-agnostic: choose among 20+ frontier and open-source models; Shared, reusable agents that scale across departments

**Limitations:** Pricing is sales-led, so costs are hard to estimate before a demo; Setting up connectors and permissions takes real admin work; Best value comes with broad rollout, which is a heavier commitment for small teams

[Profile (Markdown)](https://openaitools.app/tool/dust.md)

## Frequently Asked Questions

### How do ConceptMap AI and Dust compare in monthly traffic?

ConceptMap AI has 33,063 monthly visits, while Dust has 547,217. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

ConceptMap AI has a month-over-month growth rate of -30.9%; Dust has +1.8%.

### How does pricing compare?

ConceptMap AI: Freemium. Free to try, with paid subscription tiers. Pro costs $15.9/month billed monthly (about 500 maps per month and 500 AI credits, premium models such as Claude, GPT-5, Gemini Pro, Grok and Mistral, unlimited maps and published links, password-protected publish links). Max costs $49.9/month (about 5,000 maps per month, 5,000 AI credits and priority support). Region-matched intro offers may give eligible annual plans a 7-day free trial, while eligible monthly plans may start with an introductory first month; Stripe shows the exact schedule before you confirm. Dust: Contact for Pricing. Contact for pricing. Dust offers a free trial after signup, but its plans are oriented toward teams and enterprises with usage-based credits, volume pricing and dedicated support; you need to talk to sales for exact figures.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [Notion](https://openaitools.app/tool/t) | 173,441,670 | +0.1% | Freemium | Provides a unified connected workspace for team documents and databases, but lacks Dust's advanced multi-source enterprise knowledge indexing. | [.md](https://openaitools.app/tool/t.md) |
| 2 | [Salesforce Agentforce (formerly Einstein)](https://openaitools.app/tool/salesforce-einstein) | 111,910,743 | +2.2% | Freemium | Integrates deeply with CRM ecosystems to automate enterprise workflows, but is tightly bound to the Salesforce software suite. | [.md](https://openaitools.app/tool/salesforce-einstein.md) |
| 3 | [Glean](https://openaitools.app/tool/glean) | 3,301,875 | +0.1% | Contact for Pricing | Offers robust enterprise-wide permission-aware search and knowledge management, but with less focus on custom multi-model agent workflows. | [.md](https://openaitools.app/tool/glean.md) |
| 4 | [Abacus.AI](https://openaitools.app/tool/abacus-ai) | 3,278,636 | -1.7% | Contact for Pricing | Combines multi-model chat assistants and automated machine learning optimization, but with a heavier focus on data science pipelines. | [.md](https://openaitools.app/tool/abacus-ai.md) |
| 5 | [Algor Education](https://openaitools.app/tool/algoreducation-com) | 745,139 | +48.2% | Freemium | Turn any material into visual study sets, flashcards and quizzes | [.md](https://openaitools.app/tool/algoreducation-com.md) |
| 6 | [Taskade](https://openaitools.app/tool/taskade) | 539,714 | -9.4% | Freemium | Turn one prompt into live business apps, AI agents and automated workflows | [.md](https://openaitools.app/tool/taskade.md) |
| 7 | [Mapify](https://openaitools.app/tool/mapify) | 491,737 | -10% | Freemium | Turn PDFs, videos, web pages and recordings into structured AI mind maps | [.md](https://openaitools.app/tool/mapify.md) |
| 8 | [Gumloop](https://openaitools.app/tool/gumloop) | 379,557 | -21.1% | Freemium, Paid, Contact for Pricing | Excels at visual no-code web scraping and data automation pipelines, but lacks Dust's dedicated internal knowledge base architecture. | [.md](https://openaitools.app/tool/gumloop.md) |
| 9 | [MindMap AI APP](https://openaitools.app/tool/mindmap-ai-app) | 378,888 | -18.9% | Freemium, Paid | 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 | [.md](https://openaitools.app/tool/mindmap-ai-app.md) |
| 10 | [Tines](https://openaitools.app/tool/tines) | 273,260 | +24.4% | Freemium, Contact for Pricing | Focuses on secure enterprise workflow automation and security orchestration, but requires more manual setup for custom AI agents. | [.md](https://openaitools.app/tool/tines.md) |

---
Source: https://openaitools.app/compare/conceptmap-ai-vs-dust

More Markdown: [Categories](https://openaitools.app/categories.md) · [Traffic rankings](https://openaitools.app/rankings.md) · [llms.txt](https://openaitools.app/llms.txt)