# Dust vs Truffle

Dust records 547,217 monthly visits with +1.8% month-over-month growth and Contact for Pricing pricing. Truffle records 413 monthly visits with -86.9% growth and Free Trial, Paid pricing.

| Metric | [Dust](https://openaitools.app/tool/dust) | [Truffle](https://openaitools.app/tool/truffle) |
| :--- | :--- | :--- |
| Website URL | https://dust.tt | https://runtruffle.com |
| Categories | AI Assistant, Large Language Models (LLMs), AI Workflow, AI Knowledge Management | AI SEO Tools, AI Marketing |
| Pricing Model | Contact for Pricing | Free Trial, Paid |
| Monthly Visits | 547,217 | 413 |
| MoM Growth Rate | +1.8% | -86.9% |
| Primary Market | France | United States |
| Direct Visits | 456,919 | 134 |
| Review Score | 4.4 | 4.2 |
| 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)

## Truffle

Truffle addresses a shift that has unsettled search marketing: buyers increasingly ask an AI assistant a question and act on the single answer they get back, rather than scanning ten blue links. Truffle's job is to tell you whether your brand is in that answer, and what to do if it is not. Every day it runs the questions your buyers actually ask through ChatGPT, Claude, Gemini, Perplexity and Google's AI surfaces, then reports where you appear, where you do not, and which competitors are being recommended instead.

The core metric is the AI Visibility Index, a single 0–100 score that weights each engine by its real-world reach rather than treating them equally, and weights mentions by position and whether they include a link. Alongside it you get a per-model breakdown, visibility over time, and a live competitor ranking built partly from automatic discovery of competitors the AI surfaces alongside you. One thing that separates Truffle from pure LLM-visibility tools is that it also tracks classic Google SERP top-10 rankings and AI Overviews in the same project, so search rankings and AI mentions sit side by side.

The workflow runs from question to action. You define buyer personas and the prompts they would use; Truffle tracks them across the six core engines (with AI Mode weekly) and 300+ models available on demand; you benchmark against competitors; and each gap becomes a prioritized task covering technical fixes, content, expert knowledge, digital PR and off-site work. Pricing starts with a free 7-day trial covering one brand and 25 prompts, then Starter at $69/month, Standard at $189/month and Pro/Agency at $399/month, with annual discounts and add-on slots for extra LLMs like Grok. Truffle emphasises EU hosting for GDPR-sensitive buyers.

**Pricing & Plans:** Free 7-day trial (1 brand, 25 prompts, no credit card). Paid plans: Starter $69/month, Standard $189/month, Pro/Agency $399/month (annual billing saves roughly 8–9%). Add-ons include extra LLM slots such as Grok (from $5/month) and additional prompts or brand slots. Prices shown in USD or EUR at the same number; VAT not included.

- **AI Visibility Index:** One 0–100 score weighting every engine by real market reach, so a strong week on Gemini and a weak one on Perplexity land in one comparable figure.
- **Buyer prompt tracking:** Track the purchase-intent questions your buyers actually type, with per-prompt visibility so you know which questions you own and which you are losing.
- **Competitor and share-of-voice tracking:** Auto-discovery finds competitors AI mentions alongside you, measures share of voice and alerts you when you are close to overtaking the leader.
- **Google SERP and AI answers together:** See Google SERP top-10 rankings and AI Overviews next to ChatGPT, Perplexity and Gemini mentions in the same project.
- **Actionable recommendations:** Each gap becomes a prioritized action covering technical, content, digital PR and off-site work, assignable to your team in one click.
- **API and add-on LLMs:** REST API with 5,000 calls per day on Pro/Agency, per-assistant breakdown, and add-on slots for extra LLMs such as Grok.

**Strengths:** Tracks every major AI assistant plus Google AI Overviews and SERP top-10 in one project; Single weighted 0–100 AI Visibility Index makes progress easy to report over time; Automatic competitor discovery surfaces rivals you did not know AI was recommending; Prioritized recommendations cover technical, content, PR and off-site fixes

**Limitations:** No permanently free tier — the free option is a 7-day trial, after which you pay; Brand and prompt limits per tier mean agencies with many clients must buy higher plans or add-on slots; Adding extra LLMs beyond the six core surfaces costs an extra monthly fee per tier slot; Insights are only as good as the buyer prompts you define, so setup quality affects results

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

## Frequently Asked Questions

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

Dust has 547,217 monthly visits, while Truffle has 413. 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%; Truffle has -86.9%.

### 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. Truffle: Free Trial, Paid. Free 7-day trial (1 brand, 25 prompts, no credit card). Paid plans: Starter $69/month, Standard $189/month, Pro/Agency $399/month (annual billing saves roughly 8–9%). Add-ons include extra LLM slots such as Grok (from $5/month) and additional prompts or brand slots. Prices shown in USD or EUR at the same number; VAT not included.

## 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 | [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) |
| 10 | [Sim AI](https://openaitools.app/tool/sim-ai) | 140,953 | +20.6% | Freemium, Paid (per user/month), and Enterprise with custom pricing; self-hosting free under Apache 2.0 | Open-source workspace to build, deploy and govern AI agents | [.md](https://openaitools.app/tool/sim-ai.md) |

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

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