# Dust vs Ideata

Dust records 547,217 monthly visits with +1.8% month-over-month growth and Contact for Pricing pricing. Ideata records 0 monthly visits with 0% growth and Freemium pricing.

| Metric | [Dust](https://openaitools.app/tool/dust) | [Ideata](https://openaitools.app/tool/ideata) |
| :--- | :--- | :--- |
| Website URL | https://dust.tt | https://ideata.io |
| Categories | AI Assistant, Large Language Models (LLMs), AI Workflow, AI Knowledge Management | AI SEO Tools, AI Blog Generator, AI Social Media Post Generator, AI Marketing |
| Pricing Model | Contact for Pricing | Freemium |
| Monthly Visits | 547,217 | 0 |
| MoM Growth Rate | +1.8% | 0% |
| Primary Market | France | Global |
| Direct Visits | 456,919 | 0 |
| Review Score | 4.4 | 4.3 |
| Saved Count | 5 | 0 |
| Supported Platforms | Website | Website |

## 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)

## Ideata

Ideata starts from a shift in how people search: instead of clicking links, audiences now ask ChatGPT, Perplexity, Gemini and AI Overviews for a recommendation, and buy from whichever brand the answer names. You can only influence that answer if you know what it says. Ideata asks your audience's real questions across ten answer engines every day and records the full response — not just a visibility percentage, but the exact wording, your brand's position in the answer, the sources cited and the sentiment.

The product goes beyond the dashboard, which is where most AEO tools stop. Once it identifies the prompts where AI never names you, that visibility gap becomes a content brief. The built-in studio runs through brief, research, outline, draft, anti-slop and fact-check stages to produce an article written for engine answers, marked up for AEO, and rewritten per platform. One click publishes to Telegram, X, LinkedIn, Bluesky and Mastodon, and a content calendar schedules the rest.

Ideata is fully open source under AGPL-3.0 — the tracker, the content studio and cross-posting are all in the repository, not feature-gated. You can run five containers (dashboard, API, worker, Postgres, Redis) with docker compose on your own server, keep your data in your own Postgres, and use your own provider keys. The cloud plans exist as an alternative to managing that yourself, and Ideata also separates AI referral traffic so you can count visitors arriving straight from ChatGPT, Perplexity and Gemini answers.

**Pricing & Plans:** Freemium. Self-hosting is free forever under AGPL-3.0 with unlimited prompts, brands and engines (you pay only your own LLM provider costs). Cloud tiers: Starter at $29/month (400 credits, 25 prompts), Bestseller at $119/month (1,500 credits, 50 prompts, daily runs, unlimited seats) and Business at $299/month (3,000 credits, 125 prompts, 5 brands, API access). Annual billing takes 25% off.

- **Monitoring across ten answer engines:** Ideata polls ChatGPT, Claude, Gemini, Perplexity, AI Overviews, DeepSeek, Grok, GigaChat and both Yandex engines, showing the full answer text, your brand's position, cited sources and sentiment.
- **Content studio that closes the gap:** The built-in studio moves from brief to research, outline, draft, fact-check and publish, writing in a voice built from a crawl of your own site rather than a template.
- **Quality gates and anti-slop checks:** A minimum citation count, an automated fact-check pass and a slop score that sends weak prose back for a rewrite before you ever see it.
- **Citation and crawler analytics:** See which sites the engines cite in your niche, where they link competitors instead of you, and how often GPTBot, PerplexityBot and YandexBot visit your pages.
- **One article, eight platforms:** Each article is rewritten per platform with its own character limits, threading rules and hashtag policy, then published to Telegram, X, LinkedIn, Bluesky and Mastodon.

**Strengths:** Whole product is open source under AGPL-3.0 with no feature gates; Shows the actual engine answers, positions and cited sources rather than a single score; Goes beyond monitoring by turning visibility gaps into published content; Can be fully self-hosted so your data and provider keys never leave your infrastructure

**Limitations:** Coverage of Yandex and GigaChat is most useful to Russian-market brands; Credit-based cloud plans can be consumed quickly by heavy content generation; Self-hosting requires comfort with Docker, Postgres and API keys

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

## Frequently Asked Questions

### How do Dust and Ideata compare in monthly traffic?

Dust has 547,217 monthly visits, while Ideata has 0. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Dust has a month-over-month growth rate of +1.8%; Ideata has 0%.

### How does pricing compare?

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. Ideata: Freemium. Freemium. Self-hosting is free forever under AGPL-3.0 with unlimited prompts, brands and engines (you pay only your own LLM provider costs). Cloud tiers: Starter at $29/month (400 credits, 25 prompts), Bestseller at $119/month (1,500 credits, 50 prompts, daily runs, unlimited seats) and Business at $299/month (3,000 credits, 125 prompts, 5 brands, API access). Annual billing takes 25% off.

## 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 | [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) |
| 6 | [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) |
| 7 | [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) |
| 8 | [Peec AI](https://openaitools.app/tool/peec-ai) | 262,088 | +0.8% | Free Trial, Paid, Contact for Pricing | AI search visibility analytics for marketing teams | [.md](https://openaitools.app/tool/peec-ai.md) |
| 9 | [Surfer](https://openaitools.app/tool/surferseo-com) | 249,599 | -29.3% | Paid, Contact for Pricing | AI visibility platform to get your brand cited in AI search | [.md](https://openaitools.app/tool/surferseo-com.md) |
| 10 | [Kore.ai](https://openaitools.app/tool/kore-ai) | 143,328 | -18.2% | Contact for Pricing | Delivers enterprise-grade conversational AI and workflow automation, but focuses more heavily on customer service and enterprise contact centers. | [.md](https://openaitools.app/tool/kore-ai.md) |

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Source: https://openaitools.app/compare/dust-vs-ideata

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