Gumloop vs Make
Overview
Gumloop is an AI-native workflow automation platform often called the "AI Zapier." It lets users build complex AI automations visually — chaining LLM calls, web scraping, data processing, and API integrations into multi-step workflows. Designed from the ground up for AI use cases rather than retrofitting AI onto traditional automation.
Make (formerly Integromat) is a visual workflow automation platform with powerful data transformation and AI capabilities. It offers more complex routing, filtering, and data manipulation than simpler tools, making it popular with technical users. Make's AI modules support LLM calls, image generation, and document processing within multi-step automation scenarios.
Key features
Core capabilities each platform advertises.
- Visual scenario builder
- 1500+ app integrations
- Advanced logic and branching
- Real-time execution monitoring
- Data transformation tools
Strengths and tradeoffs
What each tool does well, and the limitations to keep in mind.
Pros
- AI-native design with smart decision-making and 115+ pre-built blocks for rapid workflow creation
- Excellent for document processing and web scraping use cases
- Strong security credentials with SOC 2 and GDPR compliance plus AES-256 encryption
- Well-funded ($24.5M) with strong growth trajectory and Y Combinator backing
- Auto-scaling infrastructure handles growing demands without manual configuration
Cons
- Relatively limited integrations (125+ apps) compared to Zapier or Make
- Credit-based pricing can be difficult to predict and budget for
- Very new platform (founded 2023) with potential for growing pains and breaking changes
- Less proven at enterprise scale compared to established competitors
Pros
- Powerful visual builder with superior handling of complex multi-step workflows and branching logic
- 3,000+ app integrations with advanced data transformation and HTTP/webhook capabilities
- Cost-effective pricing, significantly cheaper than Zapier for complex automations
- Built-in code environment for JavaScript and Python for advanced customization
- Backed by $13B Celonis with enterprise-grade reliability and continuous innovation
Cons
- Steeper learning curve than Zapier due to more complex interface and field mapping
- Credit-based pricing system can be confusing to estimate costs accurately
- Less suitable for complete beginners or non-technical users
- Smaller community and fewer pre-built templates compared to Zapier
Gumloop or Make — which should you choose?
Choose Gumloop if you wantChoose if you want
Choose Make if you wantChoose if you want
- Complex multi-step automations
- Marketing and sales workflow automation
- Data transformation pipelines
- E-commerce process automation
- Custom API integrations
Compare Gumloop and Make on your own traffic
Respan lets you trace LLM and agent calls across any model or framework, A/B test prompts on production traffic, and route requests across 500+ models through one gateway.