Gumloop
No-code AI workflow automation platform with a visual canvas, built-in LLM nodes, web scraping, and 100+ integrations - for building AI pipelines without writing code.
Gumloop is a visual AI workflow automation platform that combines drag-and-drop pipeline building with built-in LLM execution nodes, a web scraper, and 100+ native integrations. Unlike general workflow tools that bolt on AI as an afterthought, Gumloop is designed around AI-native operations - every flow can include multi-step LLM chains, conditional AI logic, and structured data extraction from the web as first-class primitives. It launched in 2024 and has attracted founders, operators, and agencies who need to automate AI-heavy research, lead generation, and content workflows without engineering resources. The free tier includes 500 credits per month, sufficient for light evaluation workloads.
Key Features
- Visual workflow canvas - drag-and-drop AI pipeline builder with real-time execution status visualization
- Built-in LLM nodes - run GPT-4o, Claude, and Gemini with configurable prompts without API key management
- Web scraping node - extract structured data from any URL or Google search results for AI processing
- 100+ native integrations including Gmail, Slack, Notion, Airtable, Google Sheets, and LinkedIn
- Subflows - encapsulate complex logic into reusable pipeline components shared across multiple workflows
- Human-in-the-loop node - pause any workflow for human review and approval before the next step executes
Use Cases
- Founders automating lead research by scraping LinkedIn profiles and running AI enrichment without engineers
- Operators building AI content pipelines that scrape, summarize, and publish to multiple platforms automatically
- Agencies delivering automated AI workflows to clients as a productized service without custom code
- Growth teams running AI-powered outreach personalization by combining web data with LLM message generation
Pros
- AI-native design makes LLM chaining and web scraping first-class primitives - not afterthoughts bolted onto a Zapier clone
- Human-in-the-loop node enables semi-automated workflows where full automation would risk costly errors
- Free tier with 500 credits per month allows genuine evaluation of complex multi-step workflows
Cons
- Starter plan at $49/month is expensive for low-volume personal automation compared to free tiers on Make or n8n
- Web scraping nodes can break on dynamic JavaScript-heavy sites that require browser rendering
- Subflow reusability is limited without a component marketplace - teams must build everything from scratch
Gumloop Alternatives
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Zapier
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Make
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n8n
Open-source workflow automation platform with a visual builder, 400+ integrations, and self-hosting option.
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