A general-purpose AI agent that executes tasks, not just answers them
Gumloop records 379,557 monthly visits with -21.1% month-over-month growth and Freemium, Paid, Contact for Pricing pricing. Scout records 10,615 monthly visits with +27.2% growth and Freemium, Contact for Pricing pricing.

AI agents that encode your rules and run in your systems
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | gumloop.com | scoutos.com |
| Pricing Model | Freemium, Paid, Contact for Pricing | Freemium, Contact for Pricing |
| Monthly Visits | 379.56K (379,557) | 10.62K (10,615) |
| MoM Traffic Delta | -101.37K (-21.1%) | +2.27K (+27.2%) |
| Primary Market & Share | 🇺🇸 United States (36.1%) | 🇺🇸 United States (39.6%) |
| Direct Visits / mo | 125.58K | 4.35K |
| User Rating | 4.4 | 4.6 |
| 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.

AI agents that encode your rules and run in your systems
Turn documented SOPs and business rules into a working agent using ready-made templates or a no-code builder, without waiting on an engineering backlog.
Connect to systems of record such as databases, document repositories, SharePoint, CRM and tools like Slack, Salesforce, HubSpot, Notion, Linear, GitHub and Gmail.
Run agents with each user's own permissions, require human approval on every decision at first, and grant autonomy once accuracy is proven.
Every agent action is logged with traces and a documented decision trail, which supports operational QC and compliance review.
A general-purpose AI agent that executes tasks, not just answers them

Automate work across thousands of apps — no code required
Free / Open-sourceOpen-source workflow automation built for AI agents and technical teams
Free / Open-sourceOpen-source workflow automation built for AI agents and technical teams

AI-first customer service with a natively integrated AI agent
Domain-specific AI for law firms, in-house legal teams, and professional services
Domain-specific AI for law firms, in-house legal teams, and professional services
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.

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.

SpecialistDelivers enterprise-grade security and governance for automated workflows, but requires more deliberate setup than Gumloop.
SpecialistDelivers enterprise-grade security and governance for automated workflows, but requires more deliberate setup than Gumloop.
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.

AI agents that run document-heavy business processes end to end