
The AI workspace where teams and agents get work done together
Gumloop records 379,557 monthly visits with -21.1% month-over-month growth and Freemium, Paid, Contact for Pricing pricing. Zaro records 5,328 monthly visits with -55.8% growth and Free Trial, Paid, Contact for Pricing pricing.

Infrastructure that turns your company into a self-learning enterprise
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | gumloop.com | zaro.ai |
| Pricing Model | Freemium, Paid, Contact for Pricing | Free Trial, Paid, Contact for Pricing |
| Monthly Visits | 379.56K (379,557) | 5.33K (5,328) |
| MoM Traffic Delta | -101.37K (-21.1%) | -6.72K (-55.8%) |
| Primary Market & Share | 🇺🇸 United States (36.1%) | 🇮🇳 India (34.1%) |
| Direct Visits / mo | 125.58K | 2.37K |
| User Rating | 4.4 | 3.9 |
| 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.

Infrastructure that turns your company into a self-learning enterprise
Business knowledge is stored as files that the work itself rewrites, so the shared record stays current instead of being rebuilt periodically.
Every response names its source file and lets you see which version was read and who last changed it.
Definitions, cleansed data and governance applied once are reused by later projects instead of being paid for again.
Read, call and change permissions are scoped by role, with visible activity and a trail behind important actions.

The AI workspace where teams and agents get work done together
Autonomous enterprise AI agents and CRM intelligence powered by Salesforce Data 360 and Atlas.
Autonomous 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.

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
No-code builder for custom AI agents and workflows
No-code builder for custom AI agents and workflows

Free / Open-sourceBuild, deploy, and govern production-ready agentic AI workflows
Free / Open-sourceBuild, deploy, and govern production-ready agentic AI workflows

AI agents that run recurring business work for your team
AI agents that run recurring business work for your team
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.