Free / Open-sourceAutonomous enterprise AI agents and CRM intelligence powered by Salesforce Data 360 and Atlas.
Free / Open-sourceAutonomous enterprise AI agents and CRM intelligence powered by Salesforce Data 360 and Atlas.
Gumloop records 379,557 monthly visits with -21.1% month-over-month growth and Freemium, Paid, Contact for Pricing pricing. XenonStack records 52,808 monthly visits with +1.3% growth and Contact for Pricing pricing.

Decision infrastructure for governed enterprise AI agents
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | gumloop.com | xenonstack.com |
| Pricing Model | Freemium, Paid, Contact for Pricing | Contact for Pricing |
| Monthly Visits | 379.56K (379,557) | 52.81K (52,808) |
| MoM Traffic Delta | -101.37K (-21.1%) | +679 (+1.3%) |
| Primary Market & Share | 🇺🇸 United States (36.1%) | 🇮🇳 India (33.1%) |
| Direct Visits / mo | 125.58K | 14.04K |
| User Rating | 4.4 | 4.2 |
| Supported Platforms | Website | Website |
Build, share, and control AI agents that actually do the work
Describe the outcome you want and let teammates who understand the problem assemble the agent — no scripting or learning curve required.
Wire agents into Slack, HubSpot, Salesforce, Gmail, Gong, NetSuite, Shopify and hundreds more tools, then fire them on schedules, webhooks or events.
Agents sign in with saved logins or 1Password, browse from trusted connections, clear CAPTCHAs, and hand the live session to a human when needed.
Run 35+ models from Anthropic, OpenAI, Google, xAI and open-source providers, or bring your own API keys, with per-agent access control.

Decision infrastructure for governed enterprise AI agents
A unified reasoning foundation that orchestrates analytics, infrastructure and trust across an organization's intelligent ecosystems.
An enterprise agentic OS that orchestrates AI agents across systems with governed execution, policy controls and auditable decisions.
Pre-built agents for operations, finance, risk and compliance, analytics, supply chain and security, with connectors for Snowflake, Databricks, ServiceNow, SAP and Oracle.
Continuous assurance with AI-BOMs, risk scoring and agentic security to keep AI systems compliant and defensible.
Free / Open-sourceAutonomous enterprise AI agents and CRM intelligence powered by Salesforce Data 360 and Atlas.
Free / Open-sourceAutonomous enterprise AI agents and CRM intelligence powered by Salesforce Data 360 and Atlas.
SpecialistExecutes autonomous multi-step web browser tasks, offering stronger general agentic execution than Gumloop's structured node pipelines.
SpecialistExecutes autonomous multi-step web browser tasks, offering stronger general agentic execution than Gumloop's structured node pipelines.

Connects thousands of popular apps with robust traditional automations, but offers less native AI agent flexibility than Gumloop.
Connects thousands of popular apps with robust traditional automations, but offers less native AI agent flexibility than Gumloop.
Free / Open-sourceProvides powerful open-source node-based workflow automation, giving you more self-hosting control and flexibility than Gumloop.
Free / Open-sourceProvides powerful open-source node-based workflow automation, giving you more self-hosting control and flexibility than Gumloop.
Provides a visual builder for custom AI agents and workflows, similar to Gumloop's automation capabilities.
Provides a visual builder for custom AI agents and workflows, similar to Gumloop's automation capabilities.

SpecialistEnterprise AI infrastructure where software and expert humans work together
SpecialistEnterprise AI infrastructure where software and expert humans work together

Builds recurring automated business workflows connected to enterprise applications, mirroring Gumloop's integration focus.
Builds recurring automated business workflows connected to enterprise applications, mirroring Gumloop's integration focus.
Combines AI task management with workflow automation, offering a more collaborative workspace than Gumloop's data pipeline focus.

SpecialistFocuses specifically on cloud web scraping and lead generation automation rather than general AI agent workflows.
SpecialistFocuses specifically on cloud web scraping and lead generation automation rather than general AI agent workflows.

Free / Open-sourceA secure environment where teams build, deploy and govern AI agents, apps and automations
Free / Open-sourceA secure environment where teams build, deploy and govern AI agents, apps and automations
Free / Open-sourceOffers an open-source automation builder with prebuilt connectors, providing a self-hostable alternative to Gumloop's cloud platform.
Free / Open-sourceOffers an open-source automation builder with prebuilt connectors, providing a self-hostable alternative to Gumloop's cloud platform.

SpecialistExcels at automated document processing and data extraction, whereas Gumloop handles broader web automation and multi-app workflows.
SpecialistExcels at automated document processing and data extraction, whereas Gumloop handles broader web automation and multi-app workflows.