Learn about mapping and working with data in these articles:

Learn about data types, collections, and arrays, and see how Make validates and converts data

Explore how Make handles data mismatches and when it can automatically convert it into a different type

Discover how to map items between modules to move your data from one app to another

Manage data flow between modules with filters and operators, and copy them

Understand how to map elements of simple and complex arrays to pass specific data

Learn how Make handles files and how to map file names and actual content

Item data types

Type coercion

Mapping

Filtering

Mapping arrays

Working with files

Understand how to work with data and send it between modules

Select the first bundle to process

Data & mapping

A safety feature that saves unfinished scenario runs when errors occur, preventing data loss. Stored in the Incomplete Executions tab, you can retry automatically, resolve manually, or delete them. Disabled by default, enable it in Scenario settings.

Incomplete_executions

incomplete_executions

Error handlers act as a safety net that catches unexpected failures to prevent your scenarios from failing. They allow you to define exactly how the system should react, such as by retrying the task, ignoring the mistake, or rolling back changes.

error_handler

The Rollback error handler stops a scenario and reverts changes made by modules that support transactions to ensure data remains consistent when an error occurs.

Rollback

An automated workflow within the Make platform. You build it by connecting modules together, and it runs based on a trigger you set up.

scenario

a list or sequence of characters (like letters, numbers, and symbols) used to represent text in a computer programming.

string

An operation is a single module run to process data or check for new data. 

Operations

Credits (formerly operations) are the currency for running scenarios.

Credits

A route is a path that data can flow through in a scenario, visualized as the dotted lines between modules.

Route

scenario_plural_lowercase

scenario_singular_lowercase

Scenario_plural

Scenario_singular

product_name

Help Center

What is Make?

What's an API?

What's a scenario and which type should you use?

Learn the basics

Step 1. Plan your scenario

Step 2. Get your apps ready

Step 3. Add your first app

Step 4. Create a connection

Step 5. Set up the trigger

Step 6. Test the module

Step 7. Add another module

Step 8. Map data

Step 9. Test your scenario

Step 10. Schedule your scenario

Create your first scenario

Step 1. Get your app ready

Step 2. Add a router

Step 3. Set up another module

Step 4. Add a filter

Step 5. Test your scenario

Step 6. Add an aggregator

Step 7. Test the final scenario

Expand your scenario

Get started

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Introduction to Make apps

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Restore and recover scenario

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Scenarios

Call Google APIs with OAuth 2.0 HTTP request

Connect to any web service using OAuth 2.0

Connect to Google services using a custom OAuth client

Replace connections across multiple modules

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Securing data with Make

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Make DevTool

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Explore more

Introduction to Make AI Agent (New)

Create your first AI agent

Sales outreach AI agent use case

Slack-triggered AI agent

Telegram-triggered AI agent

Email-triggered AI agent

Form-triggered AI agent

Webhook-triggered AI agent

Mailhook-triggered AI agent

Create AI agents for different triggers

Input files for AI agents

Knowledge files for AI agents

Knowledge app modules

Input files and knowledge files for AI agents

Make AI Agent (New) app

Make AI Agent (New) best practices

Credit usage for AI agents

Make AI Agent (New)

Introduction to AI agents

Manage AI agents

Module tools for AI agents

Scenarios for AI agents

MCP tools for AI agents

Tools for AI agents

AI agent best practices

AI Agents configuration

Make AI Agents app

Step 1. Set up the AI agent

Step 2. Create the AI agent's tools

Step 3. Create a scenario to send tasks to the AI agent

AI agent use case

Make AI Agents

Introduction to MCP

Get started with Make MCP server

Make MCP server

Connect to Claude Desktop

Connect to ChatGPT

Connect to Cursor

Connect to OpenAI

Connect to OpenAI API

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Model Context Protocol

Introduction to Make Grid

Access Make Grid

Explore Make Grid

How to use Make Grid

Connect external providers

Tutorial: How to replace a dependency

Best practices to use Make Grid

Make Grid

Introduction to Maia by Make

Maia by Make best practices

Maia by Make system card

Maia by Make

Introduction to errors and warnings

Overview of error handling

Skip error handler

Error handlers

Error handling