Tools · Comparison

Gumloop vs Relevance AI vs Zapier AI

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

	Gumloop	Relevance AI	Zapier AI
What it is	Node-based automation aimed at knowledge work — scraping, summarising, enriching and writing back.	Deliver maximum ROI through optimized specialist agents. Build agents for sales, customer success, marketing and HR, and run millions of daily tasks on one platform.	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 · Free · from $19/mo	Freemium · $19-$69/mo
How it bills	Flat monthly	Flat monthly	Flat monthly
Free tier	Yes	Yes	Yes
Rating	Not yet rated	Not yet rated	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	Agents with roles, tools and memory Multi-agent handoffs No-code builder Tool and API integration Scheduled and triggered runs	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	Approachable model for multi-step automation Good tool integration Fast to a working agent	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	Agent metaphor hides real complexity Costs scale with runs Debugging failures is awkward	Can be expensive Task limits on plans Complex workflows hard to debug Some app limitations

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