Gumloop vs Make
Which should you use? A side-by-side look at what each one does, who it suits, what it costs, how hard it is to set up, and where each falls short.
AI tool · Freemium
A visual builder for AI-powered automations such as scraping, enrichment and document processing.
AI tool · Freemium
A visual automation platform for building multi-step workflows between apps, including AI steps.
The short answer
Choose Gumloop if you need…
- AI data pipelines without code
- Web scraping workflows
Choose Make if you need…
- Complex visual workflows
- Cost-conscious automation
Side-by-side
| Gumloop | Make | |
|---|---|---|
| Type | No-code & automation · AI agents & workflows | No-code & automation · Workflow automation |
| Price | Freemium | Freemium |
| Platforms | Web, Chrome | Web |
| Works with | Google Workspace, Slack, Chrome | Google Workspace, Slack, Shopify, Notion |
| Hands-on tested by us | Not yet | Not yet |
| Last checked | 2026-10-29 | 2026-10-29 |
What each one is
Gumloop
A visual builder for AI-powered automations such as scraping, enrichment and document processing. Great for AI-heavy flows. Credits can drain quickly on large runs.
Make
A visual automation platform for building multi-step workflows between apps, including AI steps. More flexible than simple trigger-action tools for branching logic. The visual builder has a learning curve.
Best for
Gumloop
- AI data pipelines without code
- Web scraping workflows
Make
- Complex visual workflows
- Cost-conscious automation
Strengths
Gumloop
- Drag-and-drop AI nodes
- Web scraping
- Chrome extension recorder
- Agents
Make
- Visual scenario builder
- Routers and branching
- AI modules
- Error handling and scheduling
Frequently asked questions
What is the difference between Gumloop and Make?
Gumloop: A visual builder for AI-powered automations such as scraping, enrichment and document processing. Make: A visual automation platform for building multi-step workflows between apps, including AI steps. Gumloop suits ai data pipelines without code, while Make suits complex visual workflows.
Are Gumloop and Make free?
Gumloop: Freemium. Make: Freemium.
What are other alternatives to Gumloop and Make?
Other options people compare them with include Lindy, Dify, Flowise, Airtable, n8n.
Keep comparing
Built from our catalogue entries for both products: open-source details come from each project's README (AI-assisted, refreshed weekly) and GitHub data; AI-tool details are editorial. Spotted something wrong? Let us know from either product's page.