Gumloop

What is Gumloop?

Gumloop is a no-code AI automation platform for building AI agents and workflows through a visual interface. Users create agents that use tools to complete tasks, then run those agents inside workflows on schedules, in bulk, or from event triggers. The platform connects to 100+ pre-built integrations and data sources, and users can configure agents with natural language instructions and deploy them in Slack, Teams, email, or the Gumloop interface. It is aimed at non-technical users and organizations that want to automate business tasks without software engineering expertise.

Key Features

• Agents: AI-powered assistants use reasoning and action loops to handle complex, multi-step tasks, which helps non-technical users automate repetitive work without coding.
• Workflows: Visual drag-and-drop canvases orchestrate agents on schedules, in bulk, or through event triggers, so teams can build end-to-end automation beyond basic if-then logic.
• Jira New Issue Trigger: This native trigger starts workflows when a new Jira issue appears, so agents can respond right away and work with internal comments plus rich text fields through description_adf and body_adf.
• MCP (Model Control Plane): Gumloop’s hosted server layer connects agents to premium LLMs and tools such as web search, scraping, and LinkedIn prospecting, and it includes Slack rate limit handling with exponential backoff for more reliable tool use.
• Gumstack: On the Enterprise plan, Gumstack adds audit logs, role-based access control, virtual private cloud, and monitoring across Gumloop plus external tools like Claude or ChatGPT, so security teams can track data usage.
• Search Previous Chats (Kenora): Agents can search conversation history for relevant context, which helps reduce errors in ongoing automations and improves multi-turn interactions.
• File Attachment Support: Agents can work with file attachments in Gmail and Jira, including uploaded files inside workflows, which supports tasks such as analysis and updates.
• Role-Based Access Control: On the Enterprise plan, this feature manages team permissions with SCIM/SAML support and an admin dashboard, which helps organizations control access to shared agents and workflows.

Use Cases

• Support Operations Manager at a mid-market SaaS: Uses Gumloop to connect support tickets from email, chat, and social media, then triage and route them with an AI agent. The result is less manual ticket sorting time, and daily Slack reports help teams spot patterns in support issues.

• Sales Development Manager at a growth-stage SaaS (Gusto): Uses Gumloop to automate prospecting, qualify and route leads, keep CRM records up to date, and run multi-step outreach sequences. Gusto reports outcomes tied to revenue, churn reduction, and rep performance across its go-to-market engine.

• Operations Lead at an enterprise logistics company (Samsara): Uses Gumloop to sync data across sales, marketing, and operations systems, route operational data, and clean and enrich records inside workflows. Samsara reports more efficient marketing and sales operations and says teams get meaningful time back.

• Product Lead at an AI-native startup (AiSDR): Uses Gumloop to build dozens of connected workflows for sales and customer acquisition, including multi-agent lead handling. AiSDR reports 5,000+ hours saved through these workflows.

Strengths and Weaknesses

Strengths:

• Gumloop holds a 4.6 rating across G2, Capterra, Product Hunt, and Trustpilot, based on the research summary with 50 reviews noted and cross platform differences in scores (sentiment data, 2026).
• Prospeo analysis citing validated G2 reviewers (2026) says users often see Gumloop's AI-native setup as a clear difference from tools where AI is added later. The analysis quotes reviewers saying AI is "the core of the platform."
• Marketer Milk (2026) says the visual builder and overall UI are a recurring strength, with 40+ G2 reviews describing it as polished and easy to use.
• Thunderbit blog analysis (2025) reports that users value Gumloop for automating work that would otherwise take hours or days, including extracting structured data from messy web pages. The same source cites one sales team that reported a 65% increase in meetings and a 207% boost in revenue after automating outreach.
• A product testimonial on Gumloop's website says the tool has been used across Instacart teams, including non-technical teams, for AI workflow automation at scale. The research notes this suggests production use, though it also says no independent performance benchmarks were found (reliability quote data, 2026).

Weaknesses:

• Verified G2 reviewers (2025-2026) report a steep learning curve, especially for non-engineers and users coming from simpler trigger-to-action tools. One reviewer said it took weeks to reach an intermediate level.
• Prospeo analysis citing Gumloop documentation review (2026) says the credit-based pricing can be hard to understand. The same source notes enrichment costs such as 60 credits per contact are not clearly shown on the pricing page.
• Prospeo analysis (2026) flags agent costs as hard to predict because one user message can trigger multiple internal AI steps, each using token-based credits. The source says this creates budgeting uncertainty for agent-heavy workflows.
• Thunderbit blog testing (2025) says support responsiveness and pricing can be a problem for smaller users. The same source links Trustpilot's lower 3.8/5 rating to support dissatisfaction and points to the jump from free access to $97/month as a hurdle.

Pricing

• Free: $0 forever. 5k credits/month, 1 seat, 1 active trigger, 2 concurrent workflow runs, 5 concurrent agent interactions, unlimited agents, unlimited flows and workflows, and forum support.
• Pro: Starts at $37/month (billed monthly). 20k+ credits/month, unlimited seats, unlimited triggers, unlimited teams, 5 concurrent workflow runs, 25 concurrent agent interactions, unified billing, team usage and analytics, bring your own API keys, collaboration tools, workflow interfaces, workflow queuing, and email support.
• Enterprise: Custom pricing (contact sales). Includes Pro features plus role-based access control, SCIM/SAML support, admin dashboard, audit logs, custom data retention rules, regular security reports, data exports, incognito mode, AI model access control, virtual private cloud, custom concurrent runs and interactions, dedicated Slack support, and an embedded Gumloop expert.

Free is a forever tier with no documented contract minimum. Enterprise includes advanced security and custom scaling.

Who Is It For?

Ideal for:

• Growth and marketing operators at small-to-mid-market SaaS companies: Gumloop fits teams that want to automate repetitive marketing workflows without waiting for an engineering handoff. It is a match for non-technical to some-technical users in growth-stage teams.
• Freelancers and solopreneurs handling service delivery or lead generation: Gumloop suits one-person businesses and small teams that want to automate client research and prospecting. It is aimed at non-technical users and can replace manual VA-style research work.
• Operations and support teams automating internal processes: Gumloop works for small ops or support groups that run structured internal workflows. Public information points to support triage, research, and other repeatable business processes as strong fits.

Not ideal for:

• Teams building highly complex, non-linear agent workflows: Gumloop is optimized for structured, tree-logic automation, so teams that need real-time dynamic reasoning should look at LangChain, Autogen, or Crew AI instead.
• Enterprise IT teams that need deep customization or legacy integrations: Gumloop is a no-code platform with pre-built nodes, so teams with heavy API customization or compliance-driven requirements may be better served by Make, Zapier, UiPath, Blue Prism, or custom-built solutions.

Gumloop is best for non-technical operators and small teams that need fast AI-native automation for structured business processes. It fits teams of 1 to 50, especially operator-led groups of 1 to 5 people and marketing, ops, or support departments of 10 to 30. Use it for lead scoring, support triage, enrichment, and research, and skip it if your workflow is unstructured or depends on advanced multi-agent reasoning.

Alternatives and Comparisons

• n8n: Gumloop does AI-native workflow building better for teams that want LLM and agent logic without code. N8n does self-hosting, full code access, and custom branching better for technical teams that want more control, and switching from n8n is rated medium in the research. Choose Gumloop if you want to build AI agent workflows quickly with less setup; choose n8n if self-hosting and deeper customization matter more.

• Zapier: Gumloop does AI-first workflows better for tasks that depend on LLM logic and PDF parsing instead of simple triggers. Zapier does broad app connectivity better, with 8,000+ integrations and a stronger fit for simple app-to-app automation. Choose Gumloop if AI logic is central to the workflow; choose Zapier if you need wide SaaS coverage with minimal setup.

• Make: Gumloop does agent-focused automation better when AI is the main part of the process and lean teams want less configuration. Make does visual data handling, transformation, and complex branching better for operations workflows that are not centered on AI. Choose Gumloop if you are building around AI agents; choose Make if you need a visual automation tool for more traditional process flows.

Getting Started

Setup:

• Signup: Gumloop has a free trial, supports team signup, and starts with an onboarding wizard. Early setup includes selecting an LLM and choosing integrations.
• Time to first result: Public sources do not state a time estimate. User descriptions say the first use is genuinely easy to use, and sample templates are available.

Learning curve:

• Gumloop is accessible to non-technical users and is described as truly no-code. Day 1 centers on a basic workflow, while more complex workflows tend to take trial and error.
• Beginner: users can build and deploy a basic workflow. Experienced: not stated.

Where to get help:

• Official help includes structured learning cohorts at https://www.gumloop.com/cohorts. That gives new users a guided path during the first week.
• The forum functions as a community help desk, with recent threads on bugs, feature requests, billing, and integrations. Threads from March to April 2026 received 7 to 78 replies, which suggests active discussion.
• Slack is described as a place for quick answers from the Gumloop team, while email is available but may involve waiting. The community appears small but engaged, growing, and answered by a mix of the Gumloop team and other users.

Watch out for:

• UI quirks appear in user reports and may slow down early setup.
• Complex workflows often require trial and error, and credit-based pricing requires monitoring.

Integration Ecosystem

Users describe Gumloop's integration ecosystem as broad, with reports that it covers most common stack needs through 130+ native integrations. Public research also notes an MCP server, and user feedback points to reliable behavior in simpler flows, though some say performance can slow in more complex workflows.

• Google Analytics: Users praise the Google Analytics connection for building custom AI workflows that analyze website traffic and conversion data inside Gumloop flows.
• Slack: Users say Slack works well for notifications and for agents that handle multi step tasks on their own.
• Microsoft Teams: Users report using Microsoft Teams for team communication and task handling through connected agents.
• Email: Users say email integrations support workflows where agents process messages and send responses.

The main missing integration users ask for is Google Search Console. We did not find broader user demand for other missing integrations in the research provided.

Developer Experience

Gumloop is a no-code and low-code platform for building AI agent workflows in a drag-and-drop editor. Its developer surface is limited to embeddable iframes and incoming webhooks, with no public SDK, CLI, or developer API for custom code integration. Public reports describe the docs as basic and tutorial-focused, and users say a simple flow can take 5 to 15 minutes to build, while more complex workflows can take 1 to 2 hours.

What developers like:

• The visual node editor supports fast AI workflow prototyping.
• Developers report quick iteration when connecting LLMs without managing model APIs directly.
• Exportable JSON flows reduce dependence on a single platform format.

Common frustrations:

• Rate limits come up often during high-volume testing.
• Failed nodes can return error messages that users describe as opaque.
• There is no export-to-code or deployment path for teams that want to scale beyond the visual builder.

Security and Privacy

• SOC 2: SOC 2 Type 2 is listed in Gumloop's trust center. (https://trust.gumloop.com)
• Compliance: Gumloop states GDPR and HIPAA compliance in its trust center. (https://trust.gumloop.com)
• Encryption: The vendor states data is encrypted at rest with AES-256 and in transit with TLS 1.3. (https://trust.gumloop.com)
• Access control: Gumloop claims role-based access control and audit logs are available. (https://trust.gumloop.com)
• Data residency: EU data residency is listed in Gumloop's trust center. (https://trust.gumloop.com)

Product Momentum

• Release pace: Public information points to a fast, customer-driven shipping pace, with same-day feature releases based on feedback.
• Recent releases: Gumloop introduced Artifacts in early 2026, a feature for agent-generated shareable files. Around its March 2026 funding, it also highlighted enterprise security and observability tools.
• Growth: Gumloop appears to be growing and is VC-backed, with active hiring across engineering, sales, go-to-market, and marketing, plus integrations with Slack, Teams, Email, and hundreds of apps.
• Search interest: Google Trends data is flat and inconclusive, with +0.0% change across the measured period and a latest and peak score of 0/100.
• Risks: No notable risks are documented publicly. The available research notes a model-agnostic approach, which reduces reliance on a single provider, and fresh funding with team expansion, which lowers perceived abandonment risk.

Gumloop FAQ

What can Gumloop do?

Gumloop is a no-code AI automation platform for building agents and workflows on a drag-and-drop canvas. It handles tasks such as web scraping, document processing, social media content generation, browser automation, and multi-step AI reasoning. Users can connect triggers, conditions, AI models, integrations, and custom Python.

How much does Gumloop cost?

Gumloop has a Free plan at $0 forever. The research notes 5k credits per month, 1 seat, 1 active trigger, 2 concurrent workflow runs, and 5 concurrent agent runs on that tier. Public sources also note an Enterprise tier with advanced security and custom scaling.

Is the Gumloop free?

Yes. Gumloop offers a free forever tier for testing, and public sources also mention a free tier or trial. The Free plan includes 5k credits per month.

Is Gumloop any good?

Public reviews describe Gumloop as easy to use for non-technical teams because of its drag-and-drop interface and AI-first workflow design. Reviews also mention support for models such as OpenAI, Anthropic, and Gemini, plus integrations like Slack and Google Analytics. Some users note missing integrations such as Search Console.

Who is Gumloop for?

Gumloop is aimed at non-technical operators and small teams that need AI-native automation for structured business processes. The research highlights marketing enrichment, lead scoring, support triage, and research as common use cases. It is described as a fit for teams of 1 to 50.

Does Gumloop support AI agents?

Yes. Gumloop includes Agents on all tiers, described as AI assistants that use tools to solve complex tasks through reasoning and action loops. They are built for automating repetitive work without coding.

Which AI models does Gumloop support?

Public sources and reviews mention support for OpenAI, Anthropic, and Gemini. Gumloop is described as model-agnostic in reviews.

What integrations does Gumloop support?

The research specifically mentions Google Analytics and Slack. Users use these connections for tasks such as analyzing website traffic data and sending workflow outputs into team communication channels.

Can you use Gumloop without coding?

Yes. Gumloop is built around a visual drag-and-drop canvas for workflows and agents. The research also notes support for custom Python when more advanced logic is needed.

How do you get started with Gumloop?

The research mentions an onboarding wizard for setup. Early configuration includes selecting an LLM and choosing integrations.

Does Gumloop have enterprise features?

Yes. The Enterprise tier includes advanced security and custom scaling. Public information also notes audit logs, EU data residency, and AES-256 encryption at rest.

How does Gumloop compare with Zapier or Make?

Public sources position Gumloop as more AI-native than traditional automation tools, with workflows built around LLMs and agents instead of standard data mapping. Reviews also note that pricing may look higher than Zapier or Make, though AI features are not treated as add-ons in the same way.

Is Gumloop suitable for production use?

The research says the Free plan is sufficient for testing but not production. Teams that need more scale or security would need a paid plan, with Enterprise called out for custom scaling and added security controls.