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© 2026 AI Tools Atlas. All rights reserved.

Find the right AI tool in 2 minutes. Independent reviews and honest comparisons of 770+ AI tools.

  1. Home
  2. Tools
  3. Gumloop
OverviewPricingReviewWorth It?Free vs PaidDiscount
Automation & Workflows🟡Low Code
G

Gumloop

Visual AI automation platform for building complex workflows with drag-and-drop nodes and AI processing.

Starting atFree
Visit Gumloop →
💡

In Plain English

Build AI automation workflows by dragging and dropping components — create complex business processes with AI without coding.

OverviewFeaturesPricingUse CasesLimitationsFAQSecurityAlternatives

Overview

Gumloop is a visual AI automation platform that lets users build complex workflows by connecting drag-and-drop nodes on a canvas. Each node represents a step in the workflow — web scraping, AI text processing, data transformation, API calls, file operations, or conditional logic — and data flows between nodes automatically.

The platform stands out for its AI-native approach to automation. While traditional automation tools treat AI as just another step, Gumloop makes AI processing central to every workflow. Nodes for summarization, extraction, classification, and generation are first-class citizens alongside traditional automation blocks. Users can leverage GPT-4, Claude, and other models within any node, with prompt templates and variable injection making it easy to create dynamic AI processing pipelines.

Gumloop's web scraping capabilities are particularly strong. Users can point the scraping node at any URL and the AI automatically identifies and extracts relevant content. Combined with batch processing nodes, this enables workflows that scrape hundreds of pages, extract specific data points with AI, transform the results, and output clean structured data — all without writing code.

The platform supports looping, conditional branching, error handling, and parallel execution, making it capable of handling complex real-world workflows. Integration nodes connect to popular services like Google Sheets, Slack, email providers, and databases. The API endpoint feature allows workflows to be triggered externally, turning any Gumloop automation into a callable service.

Gumloop recently raised $50M in funding (March 2026) and has expanded into enterprise features including Gumstack — their infrastructure layer for running agents on secure, managed infrastructure with SSO, audit logs, and VPC deployment options.

Gumloop targets marketers, researchers, and operations teams who need to build AI-powered automations quickly. Common use cases include content generation pipelines, lead enrichment workflows, competitive research automation, and data processing jobs that combine web scraping with AI analysis.

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Key Features

Visual Workflow Canvas+

Drag-and-drop interface where nodes represent workflow steps connected by data flow arrows. Supports complex branching, loops, and parallel execution paths.

Use Case:

Building a content research pipeline that scrapes competitor blogs, summarizes key points, and generates comparison reports.

AI Processing Nodes+

Built-in nodes for text summarization, data extraction, classification, generation, and transformation powered by multiple LLM providers including GPT-4.1 and Claude.

Use Case:

Processing a batch of customer reviews to extract sentiment, key themes, and actionable insights automatically.

Smart Web Scraping+

AI-powered scraping nodes that render pages in a full browser environment and automatically identify and extract relevant content without manual CSS selector configuration.

Use Case:

Scraping product listings from e-commerce sites and extracting prices, descriptions, and availability data across hundreds of pages.

Batch Processing+

Process lists of inputs through workflow nodes in parallel, with automatic rate limiting and error handling for large-scale operations.

Use Case:

Enriching a list of 1,000 company domains with scraped website data and AI-generated company summaries.

API Endpoints+

Expose any workflow as a callable API endpoint with custom input parameters and structured output, turning automations into reusable internal services.

Use Case:

Creating an internal API that team members can call to generate formatted research briefs on any topic.

Integration Connectors+

Native connections to Google Sheets, Slack, Gmail, Airtable, CRMs, and file storage for reading inputs and writing outputs from workflows.

Use Case:

Reading prospect lists from Google Sheets, enriching data through AI workflows, and writing results back to the sheet.

Pricing Plans

Free

Free

month

  • ✓2,000 credits
  • ✓2 concurrent flow runs
  • ✓2 list steps
  • ✓Forum support
  • ✓Basic nodes and integrations

Solo

$37.00/month

month

  • ✓10,000 credits
  • ✓API key connections
  • ✓5 list steps
  • ✓Event triggers
  • ✓Custom nodes

Team

$244.00/month

month

  • ✓60,000 credits
  • ✓Up to 10 user seats
  • ✓Workspaces
  • ✓15 list steps
  • ✓Slack support
  • ✓Team collaboration

Enterprise

Custom pricing for large organizations. Includes Gumstack infrastructure.

  • ✓Custom credit allocation
  • ✓SSO/SCIM
  • ✓Audit logs
  • ✓Hosted LLMs
  • ✓VPC deployment
  • ✓On-call support
  • ✓Incognito mode
See Full Pricing →Free vs Paid →Is it worth it? →

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Best Use Cases

🎯

AI-Powered Content Research and Generation Pipelines

Marketing teams building automated pipelines that scrape competitor content, analyze trends with AI, generate article outlines, and populate content calendars — all through a visual workflow.

⚡

Lead Enrichment with Web Scraping and AI Analysis

Sales operations teams enriching prospect lists by scraping company websites, extracting key data points with AI, and writing enriched profiles back to CRM systems.

🔧

Competitive Intelligence Automation

Strategy teams building automated workflows that monitor competitor websites, extract pricing and feature changes, summarize differences with AI, and alert stakeholders via Slack.

🚀

Data Processing Pipelines Combining Multiple AI Models

Operations teams processing unstructured data (emails, documents, forms) through multi-step AI workflows that classify, extract, transform, and route information to the right systems.

Limitations & What It Can't Do

We believe in transparent reviews. Here's what Gumloop doesn't handle well:

  • ⚠Complex workflows with 20+ nodes become visually cluttered and difficult to navigate on the canvas interface
  • ⚠Limited version control and collaboration features compared to code-based automation tools like n8n or Prefect
  • ⚠Web scraping may be blocked by sites with aggressive anti-bot measures, CAPTCHAs, or JavaScript-heavy dynamic content
  • ⚠No built-in persistent state or memory between workflow runs — each execution starts fresh without context from previous runs
  • ⚠Credit consumption is opaque until you run a workflow — no reliable way to estimate costs before execution without trial runs

Pros & Cons

✓ Pros

  • ✓Visual canvas makes complex AI workflows easy to understand, modify, and debug without writing code
  • ✓AI-native design treats LLM processing as a first-class automation step rather than a bolted-on integration
  • ✓Web scraping with AI extraction is remarkably easy to set up — point at a URL and the AI identifies relevant content automatically
  • ✓Batch processing handles large-scale operations efficiently with built-in rate limiting and error recovery
  • ✓Credit-based pricing is transparent — standard AI calls cost 2 credits, advanced calls 20 credits, so costs are predictable
  • ✓Recent $50M funding round (March 2026) signals strong platform investment and enterprise feature development

✗ Cons

  • ✗Credit consumption adds up fast with heavy AI model usage — batch workflows using GPT-4.1 or Claude can burn through Solo tier limits quickly
  • ✗Complex workflows become visually cluttered on the canvas, making large automations harder to navigate and maintain
  • ✗Fewer native integrations than established automation platforms like Zapier or Make — custom API nodes fill gaps but require more setup
  • ✗Limited debugging tools when workflow steps fail — error messages don't always pinpoint the root cause in multi-step flows
  • ✗No annual billing discounts advertised — monthly-only pricing makes it more expensive for committed long-term users

Frequently Asked Questions

How does Gumloop compare to Zapier or Make?+

Gumloop is AI-native — designed specifically for workflows involving AI processing like summarization, extraction, and generation. Zapier and Make are trigger-action automation tools that have added AI steps but aren't built around them. Gumloop's visual canvas and AI-first nodes make it better for AI-heavy workflows, while Zapier/Make have broader integration libraries for traditional app-to-app automation.

How do credits work and what do they cost?+

Credits are consumed per action: standard AI calls cost 2 credits, advanced AI calls (GPT-4.1, Claude) cost 20 credits, and scraping/enrichment nodes use credits per interaction. The Free plan includes 2,000 credits, Solo gets 10,000, and Team gets 60,000. A simple workflow might use 10-50 credits per run, while batch AI processing workflows can consume hundreds of credits per execution.

Can I use my own API keys for AI models?+

Yes, you can bring your own OpenAI, Anthropic, or other API keys starting from the Solo plan to reduce credit consumption on AI processing nodes. The platform also includes built-in AI access through its credit system for getting started without setting up external accounts.

Can workflows be triggered by external events?+

Yes. Workflows can be exposed as API endpoints that accept webhooks and HTTP requests. They can also be scheduled on recurring intervals or triggered manually from the dashboard. The API endpoint feature effectively turns any Gumloop automation into a callable microservice.

🔒 Security & Compliance

❌
SOC2
No
✅
GDPR
Yes
❌
HIPAA
No
—
SSO
Unknown
❌
Self-Hosted
No
—
On-Prem
Unknown
—
RBAC
Unknown
—
Audit Log
Unknown
✅
API Key Auth
Yes
❌
Open Source
No
—
Encryption at Rest
Unknown
—
Encryption in Transit
Unknown
🦞

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What's New in 2026

Gumloop raised $50M in March 2026 to expand its AI automation platform. New Gumstack infrastructure layer enables enterprise deployment with SSO, audit logs, VPC hosting, and hosted LLMs. The platform has expanded its AI node library to support GPT-4.1 and Claude Sonnet 3.7, with credit costs varying by model capability.

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User Reviews

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Quick Info

Category

Automation & Workflows

Website

www.gumloop.com
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