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

Track how ChatGPT, Gemini, Claude and Perplexity answer your buyers' questions
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | dust.tt | runtruffle.com |
| Pricing Model | Contact for Pricing | Free Trial, Paid |
| Monthly Visits | 547.22K (547,217) | 413 (413) |
| MoM Traffic Delta | +9.48K (+1.8%) | -2.73K (-86.9%) |
| Primary Market & Share | 🇫🇷 France (65.4%) | 🇺🇸 United States (100%) |
| Direct Visits / mo | 456.92K | 134 |
| User Rating | 4.4 | 4.2 |
| Supported Platforms | Website | Website |

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.

Track how ChatGPT, Gemini, Claude and Perplexity answer your buyers' questions
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.
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.
Auto-discovery finds competitors AI mentions alongside you, measures share of voice and alerts you when you are close to overtaking the leader.
See Google SERP top-10 rankings and AI Overviews next to ChatGPT, Perplexity and Gemini mentions in the same project.

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.
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.
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.
Combines multi-model chat assistants and automated machine learning optimization, but with a heavier focus on data science pipelines.
SpecialistTurn one prompt into live business apps, AI agents and automated workflows
SpecialistExcels at visual no-code web scraping and data automation pipelines, but lacks Dust's dedicated internal knowledge base architecture.
SpecialistExcels at visual no-code web scraping and data automation pipelines, but lacks Dust's dedicated internal knowledge base architecture.

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

AI search visibility analytics for marketing teams
AI search visibility analytics for marketing teams

Delivers enterprise-grade conversational AI and workflow automation, but focuses more heavily on customer service and enterprise contact centers.

Free / Open-sourceOpen-source workspace to build, deploy and govern AI agents

Free / Open-sourceSelf-driving agent platform you run in your own cloud

AEO & GEO platform for AI search visibility
AEO & GEO platform for AI search visibility