Tools · Comparison

Gumloop vs Make (Integromat) vs Zapier AI

All three are automation tools. Here is what separates them.

	Gumloop	Make (Integromat)	Zapier AI
What it is	Node-based automation aimed at knowledge work — scraping, summarising, enriching and writing back.	Visual automation platform connecting apps and building complex workflows with AI assistance.	Build and scale AI workflows and agents across 9,000+ apps with Zapier—the most connected AI orchestration platform. Trusted by 3 million+ businesses.
Category	Automation	Automation	Automation
Pricing	Freemium · Free · from $97/mo	Freemium · $9-$16/mo	Freemium · $19-$69/mo
How it bills	Flat monthly	Flat monthly	Flat monthly
Free tier	Yes	Yes	Yes
Rating	Not yet rated	4.4 from 3,200 reviews	4.3 from 4,800 reviews
Features	Visual node-based builder Web scraping and extraction nodes Language-model steps in-flow Scheduled and webhook triggers Sheet and CRM output	Visual workflow builder 1,500+ integrations AI scenario creation Conditional logic Data transformation Error handling HTTP modules Webhook support	Natural language automation 7,000+ app connections AI actions in workflows Chatbots builder Tables database Conditional logic Multi-step zaps Team collaboration
What works	Handles judgement-shaped automation well Good scraping primitives Approachable builder	Powerful visual builder Complex workflow support Great value Better than Zapier for complexity Active community	Massive app library No-code setup AI-powered creation Reliable execution Great documentation
What does not	Expensive above the free tier Credit consumption is hard to predict Debugging long flows is painful	Steeper learning curve Can be complex Fewer integrations than Zapier Execution time limits	Can be expensive Task limits on plans Complex workflows hard to debug Some app limitations

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