Gumloop: AI Workflow and Agent Builder Without Writing Code

What is Gumloop?

Gumloop is an AI native automation platform that lets you build agents and workflows through a visual, drag and drop canvas. Founded in 2023 and backed by Y Combinator, the company raised a $50 million Series B led by Benchmark.

The core idea: traditional automation tools like Zapier were built for moving data between apps on fixed rules, with AI bolted on afterward. Gumloop was built with AI as the engine from day one, so an agent can read something, reason about it, write its own code if needed, and decide what to do next based on context, not just a fixed if this then that rule.

What is Gumloop used for?

The most common real world use is a workflow that watches a source, has AI reason through what it finds, then acts on the result without you touching it. This is aimed at tasks that repeat weekly and genuinely eat time if you're doing them by hand.

Documented use cases on the platform include:

Repurposing one piece of content into multiple formats, turning a single article into several posts for different platforms.
Researching and qualifying leads by pulling data from the web and scoring it before it ever hits your inbox.
Monitoring competitors and getting a summary the moment their pricing or messaging changes.
Prepping for a meeting automatically, pulling client context from several tools into one brief before the call.
Analyzing call recordings to surface recurring objections and coaching patterns.

Gumloop Capabilities

Visual Drag and Drop Canvas

You build a workflow by connecting visual nodes on one screen, with no code required. Each node is a step: pulling data, running AI reasoning, or taking an action.

Agents That Write and Run Their Own Code

When a task needs custom data processing, the agent can write Python and execute it in a sandbox on its own, without you writing anything. This is a capability traditional automation tools simply don't have.

100+ App Connections via MCP

Gumloop connects to more than 100 apps and services, from Gmail and Slack to Salesforce and Snowflake, through the MCP protocol. You can also build a custom connector using a plain language prompt instead of writing a full integration.

Agents You Talk to Inside Your Existing Tools

Instead of opening a separate app, you interact with the agent directly inside Slack, Gmail, or Teams, asking it a question the way you'd ask a coworker, and it answers from your actual data.

Automatic Document and Report Generation

The agent doesn't just fetch information, it can build a complete report or dashboard as a shareable file, with version history kept automatically.

Who uses Gumloop?

Growth and Sales Teams

Marketing Teams

Support Teams

Solo Operators

Technical Teams

Who Gets Real Value From Gumloop

Content Repurposing

Automatically turning one piece of content into multiple formats for different platforms.

Lead Research

Researching and qualifying leads automatically by pulling data from the web.

Market Monitoring

Tracking competitors and market changes without manual check ins.

Intelligent Automation

Prepping meeting briefs and automating tasks that need a reasoning or decision step, not just data movement.

Gumloop Features

Core

Visual Workflow Builder, AI Agents, Skills, Artifact Generation, Evaluations, Agent Reflections, Code Sandboxes, Secrets Vault

Integrations & Connectivity

100+ App Connectors, MCP Server Hosting, Bring Your Own API Keys, Webhooks

Collaboration

Unlimited Seats, Teams, Unified Billing, Shared Credentials, Analytics Agent

Admin & Security

Role Based Access Control, SCIM/SAML Support, Admin Dashboard, Audit Logs, Virtual Private Cloud Deployment, Zero Data Retention, SOC 2 Type II Certified, GDPR Compliant

About Gumloop Pricing

Free Plan

Free

Pro Plan

$37 /month

Free Plan: 5,000 credits/month, 1 seat, 1 active trigger, 2 concurrent workflow runs, and 5 concurrent agent interactions. Enough to test the platform and build a simple automation.

Pro: Starting at $37/month. Begins at 20,000+ credits/month and scales up through a pricing slider based on your needs. Includes unlimited seats and 5 concurrent runs.

Enterprise: Custom pricing. Adds role based access control, SCIM/SAML support, an admin dashboard, audit logs, and data exports.

⚠️ Worth knowing: The credit system charges a different amount per step depending on complexity. A heavy AI task or multi site scraping job can burn through credits faster than you'd expect.

What Gumloop Replaces in Your Stack

✓ Can Replace

If you're already using Zapier or Make for simple two app triggers (when an email arrives, post to Slack), Gumloop won't necessarily replace that setup, because its real advantage shows up when the task needs judgment, not just data transfer.

→ Sits Alongside

Your daily apps like Gmail, Sheets, and Slack. Gumloop doesn't replace the apps themselves, it sits on top of them and adds a reasoning layer.

Honest Note

The actual difference: Zapier connects, Gumloop decides. When you need a tool to read a page, understand it, and choose what to do based on that understanding, that's where Gumloop pulls ahead.

Frequently Asked Questions

No, basic building happens through a visual drag and drop canvas with zero code required. Some advanced tasks, like configuring code sandboxes, get easier if you have basic programming familiarity, but it's not a requirement to get started.

It starts at $0 on the free plan and rises to at least $37/month on the Pro plan. Your real cost depends on how many credits your workflows consume, so you may need a higher tier than $37 if your tasks involve heavy data extraction.

Credits are the platform's usage currency. Every step in a workflow consumes a certain number of credits based on how complex it is, a simple action like sending a message costs very little, while AI analysis or scraping multiple sources costs more.

Yes, both the Free and Pro plans work with a single seat. That said, Gumloop's marketing and more advanced features like multiple teams and role based access are built primarily for group use, so you may end up paying for capability you'll never touch.

Data exports are explicitly listed under the Enterprise plan only, based on Gumloop's official comparison table. There's no clear statement about exporting your workflows from the Free or Pro plans, so it's worth checking with support directly before building anything you can't afford to lose.

Zapier and Make are stronger on the sheer number of ready made integrations and simple two app connections. Gumloop pulls ahead when the tool needs to think, write code, or make a judgment call based on context, rather than moving data along a fixed rule.