Automation Tools → Workflows · Celonis (Make) · Est. 2016
Visual automation platform connecting AI models to thousands of business APIs with zero code.
01 — Overview
While Zapier focuses on simple linear steps, Make (formerly Integromat) is where builders go when they need real power: infinite visual branches, data iterators, routers, error-handling fallbacks, and custom webhook payloads without coding backend glue.
Make connects OpenAI, Anthropic, databases, CRM systems, and Google Workspace on an interactive visual canvas. You can watch your data packets travel through each node in real time, making debugging complex automations surprisingly intuitive.
Vinggle verdict Far more flexible and budget-friendly than Zapier for building advanced, multi-branch AI pipelines and backend automations.
02 — Key features
Drag and drop nodes on an infinite canvas with complex branching and looping.
Inspect input and output bundles on every node to diagnose payload errors immediately.
Direct connectors for OpenAI, Claude, and local LLMs to analyze or transform incoming data.
03 — Honest take
04 — Plans & pricing
1,000 operations/month, 2 active scenarios
10,000 operations, unlimited active scenarios
Custom variables, priority execution, full-text execution log search