
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. RivalOut records 0 monthly visits with 0% growth and Free Trial, Paid pricing.
Scorecards, battlecards and alerts that show who's winning, rival by rival
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | dust.tt | rivalout.com |
| Pricing Model | Contact for Pricing | Free Trial, Paid |
| Monthly Visits | 547.22K (547,217) | 0 (0) |
| MoM Traffic Delta | +9.48K (+1.8%) | 0 (0%) |
| Primary Market & Share | 🇫🇷 France (65.4%) | 🌐 Global (—) |
| Direct Visits / mo | 456.92K | 0 |
| User Rating | 4.4 | 4.3 |
| 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.
Scorecards, battlecards and alerts that show who's winning, rival by rival
Every rival is scored against you on visits, time on site, global rank, audience, organic traffic and social, with the winner of each metric clearly marked.
A head-to-head card per competitor built from your scorecard data, ready to export or print for sales and marketing teams.
Four threshold-based triggers you switch on individually: campaign launches, traffic and SEO shifts, website and positioning changes, and performance declines.
Turn each report into a short list of what to do next, generated from the gaps between you and the rivals you track.

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

AI SEO manager that tracks rankings and AI answers, then does the work
AI SEO manager that tracks rankings and AI answers, then does the work

YouTube competitor research that reveals the business behind the videos
YouTube competitor research that reveals the business behind the videos

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