Submit your AI tool — 24H express review & sponsorship slots open
AI DIR.
VERIFIED EDITOR SCORE: 9.5/10

Make

Automation Tools → Workflows · Celonis (Make) · Est. 2016

Visual automation platform connecting AI models to thousands of business APIs with zero code.

VISIT MAKE
Vinggle Audit: VERIFIED LISTING
Pricing ModelFree 1,000 ops / Core from $9/mo
PlatformsWeb
HQPrague, Czech Republic
CategoryWorkflows

01 — Overview

What is Make?

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.

9.5 EDITOR SCORE

Vinggle verdict Far more flexible and budget-friendly than Zapier for building advanced, multi-branch AI pipelines and backend automations.

02 — Key features

What it does best.

  1. 01

    Visual Scenario Canvas

    Drag and drop nodes on an infinite canvas with complex branching and looping.

  2. 02

    Real-Time Data Inspector

    Inspect input and output bundles on every node to diagnose payload errors immediately.

  3. 03

    Native AI Modules

    Direct connectors for OpenAI, Claude, and local LLMs to analyze or transform incoming data.

03 — Honest take

Pros & cons.

Why we like it

  • Significantly cheaper task pricing than Zapier for high-volume workflows
  • Visual debugger makes fixing broken API payloads straightforward
  • Advanced array aggregators, filters, and JSON parsers included out of the box

Where it falls short

  • Steeper learning curve for users who have never handled data structures
  • Mobile app is primarily for monitoring rather than scenario building

04 — Plans & pricing

What it costs.

Free

1,000 operations/month, 2 active scenarios

$0USD

Core

10,000 operations, unlimited active scenarios

$9/moUSD

Pro

Custom variables, priority execution, full-text execution log search

$16/moUSD

Alternatives & related.

All tools →