
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. Quartile records 0 monthly visits with — growth and Contact for Pricing pricing.

AI retail media optimization across every marketplace and ad channel
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | dust.tt | partnerstack.quartile.com |
| Pricing Model | Contact for Pricing | Contact for Pricing |
| Monthly Visits | 547.22K (547,217) | 0 (0) |
| MoM Traffic Delta | +9.48K (+1.8%) | 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.

AI retail media optimization across every marketplace and ad channel
Run and monitor Amazon Sponsored Ads, Amazon DSP, Walmart, Instacart, Criteo, Google Ads, Meta Ads, Microsoft Ads and ChatGPT Ads from one interface.
The platform bids dynamically on live performance data and reallocates placements as often as hourly so spend follows demand.
Every customer gets a dedicated account team that strategizes, unlocks opportunities and optimizes campaigns alongside the automation.
Companion modules help brands plan retail promotions and improve product listings and SEO so paid traffic converts better.

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.
Free / Open-sourceKnow what's actually working in your ecommerce business — and act on it instantly.
Free / Open-sourceKnow what's actually working in your ecommerce business — and act on it instantly.
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.

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

Free / Open-sourceAI product feed management that syncs your Shopify catalog to 2000+ marketplaces
Free / Open-sourceAI product feed management that syncs your Shopify catalog to 2000+ marketplaces