Gumloopvs
Zapier


Zapier: Established automation platform with broader workflow builder and no-code capabilities

AI infrastructure platform for building and deploying autonomous agents
As of 29 August 2026, Gumloop is free to use. Gumloop is an AI agent infrastructure platform that enables organizations to build, deploy, and optimize autonomous agents without code. Softwr lists it under AI. Gumloop is available on Web.
Overview
Gumloop is an AI infrastructure platform that transforms how organizations automate work by enabling non-technical domain experts to build and deploy autonomous agents. The platform provides a no-code interface where understanding a task is the only prerequisite to automating it, with integration to over 300 business applications including Salesforce, HubSpot, Slack, Gmail, and GitHub. Agents can be deployed across Slack, Microsoft Teams, and Gmail, making them instantly accessible to entire organizations. The platform includes a Company Brain feature that creates a unified knowledge base from all connected tools, and self-improving agents that reflect on their performance to optimize over time. Enterprise customers benefit from advanced controls including spend caps, audit logging, VPC deployments, SAML SSO, SCIM support, and SOC 2 Type II compliance.
The honest half
Concrete and checkable, so you can decide whether any of them matter to you. This is the half of a review a vendor will not write about Gumloop.
Cross-shopped
Each pairing was judged by two reviewers asking whether a buyer would genuinely weigh the two against each other. The ones that failed were deleted rather than published.


Zapier: Established automation platform with broader workflow builder and no-code capabilities


Lindy: AI teammate focused on automation with built-in Slack integration


n8n: Open-source workflow automation with visual builder
Pricing
Taken from the vendor's own pricing page. Prices move, so check before you buy.
Free Trial
Free
Enterprise
On request
Capabilities
No-code agent builder
Build agents without programming by understanding task requirements
300+ app integrations
Connect Salesforce, HubSpot, Slack, Gmail, GitHub, Jira, and others
Company Brain
Unified knowledge base connecting all integrated tools and real-time activity
Self-improving agents
Agents that reflect and optimize performance over time
Multi-channel deployment
Deploy agents to Slack, Microsoft Teams, and Gmail
Role-based access
Owner, Editor, Viewer, and Use-Only permission levels
Budget controls
Set spend caps and monitor usage costs
Audit logging
Complete action logs for compliance and security
Answered, with sources
Each answer names the page it came from, so you can check it rather than take our word for it.
Yes, Gumloop is designed for domain experts without programming skills. The no-code interface enables anyone who understands a task to automate it without coding.
SourceGumloop integrates with 300+ business tools including Salesforce, HubSpot, Slack, Gmail, GitHub, Jira, and others. The Company Brain feature unifies data from all connected applications.
SourceEnterprise plans offer SCIM and SAML support, SOC 2 Type II compliance, custom MCP server hosting, advanced admin features, audit logging, and VPC deployments for data isolation.
SourceKeep looking
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AI agents that run bioinformatics analyses, from a company that pivoted from workflow hosting
Softwr does not host reviews and shows no star rating for Gumloop, because a rating we did not collect is not ours to publish. What is here is the pricing and platform detail from the vendor’s own pages, limitations we could state concretely, and alternatives a reviewer confirmed people weigh against it. Tell us if any of it is wrong.
What people switch to, and what they give up
Every tier, and where the cost actually lands
Put it head to head with anything we hold
Its rating, and an embed for your own site
Model-driven application platform for building enterprise AI on top of existing operational systems
quoteAI orchestration platform and applications for media archives, public safety evidence and advertising
quoteTranscription and captioning combining automatic speech recognition with professional human correction
Per month by transcription hoursHuman and AI transcription, captions and subtitles priced per minute
Per minute for human work, per seat per month for AIAI agents that run bioinformatics analyses, from a company that pivoted from workflow hosting
quoteAgent runtime and orchestration framework
Open source and free, with optional managed platform