No-code AI workflow builder for automating repetitive business tasks like sales research, content production, and data enrichment.
No-code AI workflow builder for automating repetitive business tasks like sales research, content production, and data enrichment.
Gumloop is a visual workflow builder that lets non-developers chain together LLM calls, web scrapers, CRM lookups, spreadsheets, and SaaS integrations into automated 'flows.' Where Zapier and Make focus on rigid trigger-action automation, Gumloop is built for AI-heavy workflows: every node can call GPT, Claude, or Gemini, parse and structure the output, and pass it to the next step. Common templates include sales prospecting (find a list of companies, enrich each, draft outreach), competitive intelligence (monitor competitor pages, summarize changes), content production (research topic, generate brief, draft outline, post to CMS), and data hygiene (deduplicate spreadsheets with LLM judgement). The platform ships hundreds of pre-built nodes for Notion, HubSpot, Slack, Google Sheets, Apollo, Clay, Airtable, LinkedIn, and major web-scraping endpoints. A natural-language flow builder lets users describe an automation and have Gumloop assemble a draft flow they can then customize. The product is heavily used by RevOps, growth, and ops teams at startups that need agentic automation but cannot dedicate engineering time. Billing is credit-based, with credits consumed per node execution, and the Pro and Enterprise plans add team workspaces, scheduled runs, and SSO.
Was this helpful?
Strong no-code positioning: “understanding a task” is the prerequisite, not writing code Main caution: Credit-based usage needs monitoring; high-volume document or research workflows may require careful budgeting
Deploy intelligent agents directly in Slack, Microsoft Teams, and email that understand natural language requests and execute complex workflows behind the scenes, enabling teams to automate tasks through simple @mentions and conversational interactions.
Use Case:
Sales team tags @Gumloop in Slack to automatically research prospect companies, scrape websites for key information, analyze social media presence, and generate personalized outreach sequences based on extracted data.
Native support for Model Context Protocol with 50+ pre-built servers for GitHub, Slack, Notion, HubSpot, and custom server connectivity. Supports both native MCP execution through OpenAI/Anthropic and backend connector approaches for all model providers.
Use Case:
Development team connects custom MCP server to integrate with internal APIs, enabling agents to automatically create GitHub issues, update project documentation, and sync data across development tools through standardized protocol.
Sophisticated drag-and-drop interface supporting complex automation logic including conditional branching, parallel execution, loops, error handling, and AI processing nodes powered by multiple LLM providers with transparent credit consumption tracking.
Use Case:
Marketing team builds content moderation pipeline processing user-generated content through multiple AI models for sentiment analysis, toxicity detection, and automatic categorization with human review triggers for edge cases.
SOC 2 Type II certified platform with role-based access control, VPC deployments, comprehensive audit logging, SSO/SCIM integration, and organization-wide AI usage tracking across all systems including third-party AI tools.
Use Case:
Financial services company deploys automated customer onboarding workflows processing sensitive documents while maintaining regulatory compliance through audit trails, data retention controls, and secure multi-tenant infrastructure.
Advanced scraping capabilities using AI to automatically identify and extract relevant content from websites without manual configuration, handling JavaScript rendering, anti-bot measures, and adapting to website structure changes intelligently.
Use Case:
Competitive intelligence team monitors competitor pricing, product launches, and press releases across multiple websites, automatically extracting structured data for analysis while adapting to anti-bot measures and site redesigns.
Process large datasets through AI workflows with automatic rate limiting, error recovery, transparent credit consumption tracking, and bring-your-own-API-key support for cost optimization and budget control.
Use Case:
HR team processes thousands of job applications through AI screening workflows that extract qualifications, assess cultural fit from cover letters, rank candidates automatically, and generate interview scheduling recommendations.
$0
$97/mo
$297/mo
Custom
Ready to get started with Gumloop?
View Pricing Options →We believe in transparent reviews. Here's what Gumloop doesn't handle well:
Weekly insights on the latest AI tools, features, and trends delivered to your inbox.
In 2026, Gumloop announced a $50M Series B led by Benchmark, accelerating investment in its enterprise Gumstack tier and multi-agent canvas. Native Model Context Protocol (MCP) support has been added so agents can plug into the broader MCP tool-server ecosystem without custom integration work. The pre-built agent library has expanded to include specialized templates for CRM management, meeting prep with cross-tool context, and call analysis that surfaces objection patterns and coaching insights. Slack and Teams conversational deployment has been deepened, positioning Gumloop agents as in-channel teammates rather than external dashboards.
Workflow Automation
Zapier is a no-code automation platform that connects 9,000+ apps with Zaps, Tables, Forms, Canvas, Chatbots, Agents, and Zapier MCP.
Automation & Workflows
Make.com: Visual automation platform with AI integration and workflow orchestration
Automation & Workflows
A cloud-based process automation platform that enables users to create automated workflows between applications and services to streamline business processes.
AI Agents & Autonomous Workflows
Visual builder for enterprise AI agents and workflows, with on-prem deployment and SOC2 compliance.
AI App Builder
Flowise is an open-source visual builder for LLM apps, RAG pipelines, and multi-agent workflows that you can self-host for free or run on Flowise Cloud.
No reviews yet. Be the first to share your experience!
Get started with Gumloop and see if it's the right fit for your needs.
Get Started →Take our 60-second quiz to get personalized tool recommendations
Find Your Perfect AI Stack →Explore 20 ready-to-deploy AI agent templates for sales, support, dev, research, and operations.
Browse Agent Templates →