Gumloop

Gumloop is a no-code AI agent builder that turns plain-language instructions into agents that work across business apps for operations, sales and marketing teams. Instead of wiring every step of a flowchart, you describe what the agent should watch for and what it should produce, and Gumloop handles the model calls, app connections and scheduling. Its distinguishing pieces are artifacts, which let an agent publish a live dashboard, document or small app, and built-in cloud browsers for sites that have no API.

What is Gumloop used for?

Teams use Gumloop to hand off repetitive research and data work that used to live in spreadsheets and inboxes. Common jobs include:

• Enriching and qualifying inbound leads, then updating Salesforce or HubSpot records
• Preparing meeting briefs by pulling CRM history, email threads and web research
• Monitoring competitors or websites and posting changes to Slack
• Triaging support tickets and drafting first responses
• Producing scheduled reports and dashboards from connected data
• Processing invoices or screening job applicants with a review step

Who Gumloop is best for

Gumloop fits business teams that want agents without waiting on engineering: revenue operations, growth marketers, support leads and founders at startups and mid-size companies. Larger organizations can use its SSO, audit logging, usage monitoring and VPC deployment, plus a 30-day launch program where Gumloop engineers help ship the first agents. Developers who prefer writing code end to end, or teams that need a fully self-hosted open-source stack, will be happier with a framework or a self-hostable workflow tool.

Gumloop pricing

As of October 2026, Gumloop offers a 14-day free trial of its Pro plan rather than a permanent free tier. Pro starts at $37 per month and includes 20,000 credits (7,400 base plus 12,600 bonus credits), with unlimited agents. Credits are consumed by model tokens and paid tool calls and are valued at $0.005 each. Pay-as-you-go overage can be switched on so agents keep running after the allowance is used, but it is off by default. Enterprise pricing is custom and covers advanced security, deployment options and support. Check the official pricing page before you commit, since credit allowances change.

Limitations to keep in mind

• There is no lasting free plan, so evaluation has to fit inside the trial window
• Credit consumption depends on model choice and tool calls, which makes costs vary by workload
• Agents that drive browsers or act on CRM data still need human review before you trust them fully
• It is a hosted platform, so teams that require air-gapped open-source software need another option

Gumloop vs alternatives

Zapier AI is the better choice when you need the widest catalog of app connections and simple trigger-action automations that many staff already understand. Make suits people who like visual scenario mapping with fine control over each step and data transformation. n8n wins for technical teams that want to self-host and write code inside workflows. Relevance AI and Lindy compete most directly on AI agents for go-to-market teams. Gumloop stands out when you want agents defined in plain language, browser automation built in, and outputs that become shareable artifacts rather than just rows in a sheet.

Tips for getting started with Gumloop

Start with one narrow, high-volume task such as enriching new leads from a single form, and measure the credits a typical run consumes before scaling up. Connect only the apps that agent needs, and use the credential vault rather than pasting passwords into prompts. Turn a successful run into a reusable skill so teammates can apply the same playbook. Leave pay-as-you-go off until you understand monthly usage.

Gumloop FAQ

Is Gumloop free?

No, Gumloop does not have a permanent free plan as of October 2026. It offers a 14-day free trial, and the Pro plan starts at $37 per month with 20,000 credits.

What is Gumloop used for?

Gumloop is used to build AI agents that automate business work such as lead enrichment, CRM updates, meeting prep, competitor monitoring, ticket triage and scheduled reporting across connected apps.

Does Gumloop have an API?

Yes. Gumloop provides a REST API, an MCP server, Python and JavaScript SDKs, a CLI and an OpenAPI spec so developers can trigger and manage agents from code.

What is the best alternative to Gumloop?

Zapier AI is the closest option for broad app automation, n8n is better for self-hosting and code, and Relevance AI is a strong pick for AI agents built for sales teams.