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Make Waves ’26 Step into AI’s glass box. Prague, 19–20 Oct.

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Home
Platform
Platform overview

Discover the platform

Platform overview
WHAT'S NEW
What's new in Make

Keep up with our latest developments

What's new in Make
ANNOUNCEMENT
Make Waves '26Make Waves '26

Get your tickets now!

Make Waves '26
Build solutions fast
AI automation

Workflows and agents powered by AI

AI automation
Integrations

Connect your tech stack with library of 3500+ applications

Integrations
Build by promptingNEW

Build and debug automations with Maia by Make

Build by prompting (NEW)
EXPAND AI ADOPTION
AI agents

Implement autonomous decision-making

AI agents
Make MCP server

Connect your AI to real business actions securely and visually

Make MCP server
SCALE WITH VISIBILITY
Observability

Monitor your landscape with Make Grid

Observability
Enterprise

Scale securely with enterprise-ready automation

Enterprise
Security

Control, compliance & visibility

Security
BY DEPARTMENT
Marketing

Drive growth and pipeline

Marketing
IT & Engineering

Stop incidents before impact

IT & Engineering
Customer service

Automate to resolve tickets fast

Customer service
Sales

Close deals 24/7

Sales
BY DEPARTMENT
Operations

Run ops on autopilot

Operations
Finance & invoicing

Automate finance ops

Finance & invoicing
HR & recruiting

HR workflows, automated

HR & recruiting
Productivity

Get more done with AI

Productivity
PARTNERS
Hire an expert

Find certified Make partners

Hire an expert
Become a partner

Grow your business with Make

Become a partner
INTEGRATIONS
SalesforceSalesforce
HubSpot CRMHubSpot CRM
SlackSlack
Perplexity AIPerplexity AI
OpenAI (ChatGPT, Whisper)OpenAI (ChatGPT, Whisper)
Show all integrations
GET STARTED
Integrations

3500+ app integrations

Integrations
Templates

Stop incidents before impact

Templates
Library of Agents

Ready-to-deploy AI agents

Library of Agents
Make Skills for AI

Your AI is a Make expert

Make Skills for AI
learn
Blog

Insights & AI automation guides

Blog
How-to guides

Step-by-step tutorials

How-to guides
Success stories

Real customer results

Success stories
Make Academy

Free online courses

Make Academy
Webinars

Live & on-demand sessions

Webinars
SUPPORT
Make Community

Connect with other builders

Make Community
Help center

Documentation & resources

Help center
Developer Hub

APIs, SDKs and docs to build on Make

Developer Hub
compare make with
n8nn8n
ZapierZapier
WorkatoWorkato
PricingEnterpriseTalk to sales
Sign inSign in
Get started freeGet started free

Make Waves ’26 Step into AI’s glass box. Prague, 19–20 Oct.

Register now (opens in a new tab)
Make AI Agent

Connect Make AI Agent integrations

Govern your virtual workforce by connecting Make AI Agent to your daily tools to execute multi-step operations. Linking this digital helper to our workflow automation tool lets you instantly parse natural language prompts, query databases, and trigger background actions. Create your free workspace now to configure your first independent AI partner.

Get started for free
See documentation
Verified

Make AI Agent

This app is supported and maintained by Make.

Triggers and actions

Developed, supported and maintained by community users.

Load more

Connect any app with

Make AI Agent

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7
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45
27
Verified Apps
Apps reviewed and maintained by our team
Community Apps
Apps built and maintained by the community

Google Sheets

App Families

Gmail

App Families

OpenAI (ChatGPT, Whisper)

AI

Google Drive

App Families

Telegram Bot

Communication

Google Gemini AI

AI

Pinterest

Marketing

Airtable

IT & Development

Notion

Business Operations & ERPs

Google Calendar

App Families

Facebook Lead Ads

App Families

Slack

Communication

Google Docs

App Families

Facebook Pages

App Families

Make AI Toolkit

AI

Microsoft 365 Email (Outlook)

App Families

Anthropic Claude

AI

Instagram for Business (Facebook login)

App Families

Make Code

Business Operations & ERPs

monday.com

Business Operations & ERPs

HubSpot CRM

CRM/Sales

Tally

Surveys & Forms

Brevo

App Families

Shopify

Commerce

Stripe

Commerce

LinkedIn

App Families

WordPress

Website Building

Google Forms

App Families

ClickUp

Business Operations & ERPs

Supabase

App Families

Load more

Popular Make AI Agent workflows

Connect Make AI Agent to your favorite tools. Automate tasks and build smarter workflows.

AI

Knowledge Support Agent

Turn your internal data into an instant, queryable knowledge hub. This agent allows customers to get answers from complex manuals and docs via chat, providing immediate, researched answers by blending internal data with live web intelligence. Additional Information: How does it work? When a user submits a query via the communication channel, the agent first parses your uploaded documentation to find a precise match. If the internal data is insufficient or outdated, it triggers an autonomous research sequence to gather real-time data from the web. It uses natural-language understanding to prioritize your files as the primary source while using the internet as a fail-safe for current information. Optimized for messaging interfaces, it delivers hierarchical, concise replies and logs every interaction for quality assurance and audit trails. What's in it for me? This agent reduces the volume of repetitive questions reaching your team by handling documentation lookups automatically, 24/7. The interaction log doubles as a gap analysis tool — showing you exactly where your documentation is failing the people who rely on it. Perfect for Support, HR, Legal, Sales Enablement, and IT teams who need their existing documentation to do more work without adding headcount to manage it.

Knowledge Support Agent
Use template
AI

KlickTipp contact data field enrichment via Make AI agent

This workflow automatically enriches KlickTipp contact data from unstructured context using AI Agents. It accepts an email address together with source content such as a LinkedIn profile, website text, CRM note, or any other contact-related description, and extracts useful contact details like first name, last name, company name, website, job title, department, and social profile URLs. For each extracted value, the workflow also returns a quality score from 0 to 100, helping you evaluate how reliable the result is before storing it. The enriched values are then mapped into KlickTipp contact fields, including global fields and custom fields such as LinkedIn URL, Instagram URL, Facebook URL, Job Title, or Department when configured. This workflow is especially useful for marketers, agencies, sales teams, recruiters, coaches, and service-based businesses that want to improve contact records at scale without manually reviewing every source. Important: Adjust section 5 in the agent instructions so the AI understands your custom field mappings, or remove the example mappings if you do not use custom fields. The current confidence threshold for updating existing values is set to 70%. You can set it to a different value in the prompt.

KlickTipp contact data field enrichment via Make AI agent
Use template
AI

Manage KlickTipp Contact Tags with GPT-5-mini AI Agent

This workflow provides an AI-powered KlickTipp tag management agent. It accepts a contact email address together with explicit tag instructions, either as a natural-language request, and manages the requested tags for an existing KlickTipp contact. The agent can check the contact, load the current KlickTipp tag list, create missing tags when explicitly requested, apply tags, remove specific tags, or remove all currently assigned tags from the contact. It compares tag names using exact normalized matching, so differences like capitalization or repeated spaces do not cause duplicate tag creation. For example, VIP Customer and vip customer are treated as the same tag. This workflow is especially useful for marketers, agencies, sales teams, coaches, and automation builders who want to manage contact segmentation in KlickTipp through simple instructions such as “Add VIP and Webinar Lead to [email protected]” or “Remove all tags from [email protected]”. Important: The agent only acts on explicit tag commands. It must not infer tags from background context such as purchases, job titles, plans, roles, or descriptions. For example, “[email protected] just bought the Premium Plan and is a CEO” should not automatically create or apply Premium Plan or CEO tags unless the user explicitly asks to add those tags.

Manage KlickTipp Contact Tags with GPT-5-mini AI Agent
Use template
Supercharge your workflows

Unlock Business Growth: Integrate and Automate the Make AI Agent

Connecting Make AI Agent to Make allows you to automate database updates, enrich records, and run 24/7 support. Easily sync your customer data to your CRM and manage business tools with natural language commands.

Conversational app management

Interact with your business tools and update databases on the go using simple, natural language commands.

Round-the-clock support agents

Resolve customer questions instantly by connecting your internal guides and live web search to a chat assistant.

Effortless data enrichment

Automatically extract key details from unstructured text like emails or meeting transcripts to keep your records updated.

Intelligent CRM updating

Sync AI-processed insights directly to your CRM, creating and updating contact records with minimal manual effort.

Support

FAQs

Everything you need to know about Make. Can't find the answer you're looking for? Please chat to our team.

How do I get started with Make?

Start by registering for Make. As a new Make user, you’ll automatically be assigned a free account. Once your account is set up, you can start creating your first scenarios. We recommend starting with our step-by-step video tutorial.

What is a scenario?

A scenario represents a workflow or a project of your own creation, and it is made up of a series of modules that automate apps and services. Creating a scenario allows you to transfer and transform data between apps and services via these modules to automate anything and improve the way you work.

What is a module?

Modules are the main building blocks of automation in Make. Modules represent actions that Make performs with an app, like creating, updating, or deleting data.

What is mapping?

Mapping links the modules in your scenario. When you map an item, you connect the data retrieved by one module to another module to perform the desired action. For example, you can map email addresses and subject lines to create a spreadsheet using this data.

Bring automation and AI to your business

Talk to sales
Get started free

Subscribe to news updates*

* By submitting this form, you confirm that you agree to the storing and processing of your personal data as described in our Privacy Notice.

Join 4,000+ companies

Product

  • Overview
  • Integrations
  • Maia AI assistant
  • AI agents
  • AI Automation
  • Agentic automation
  • Make Grid
  • MCP server
  • Status

Solutions

  • Marketing
  • Sales
  • Operations
  • Information Technology
  • Finance
  • Customer Experience
  • Productivity
  • People
  • Idea exchange

Resources

  • Templates Library
  • Make AI apps
  • Help centre
  • Blog
  • Success stories
  • How-to-guides
  • Make Academy
  • Make Community
  • Webinars

Company

  • About us
  • Careers
  • Contact us
  • Press
  • Terms & conditions
  • Privacy policy
  • Disclaimer
  • Bug bounty
  • Ethics & compliance

Partners

  • Hire an expert
  • Become a partner

© 2026 Celonis, Inc. All rights reserved.

Skip to main content

Make Waves ’26 Step into AI’s glass box. Prague, 19–20 Oct.

Register now (opens in a new tab)
Home
Platform
Platform overview

Discover the platform

Platform overview
WHAT'S NEW
What's new in Make

Keep up with our latest developments

What's new in Make
ANNOUNCEMENT
Make Waves '26Make Waves '26

Get your tickets now!

Make Waves '26
Build solutions fast
AI automation

Workflows and agents powered by AI

AI automation
Integrations

Connect your tech stack with library of 3500+ applications

Integrations
Build by promptingNEW

Build and debug automations with Maia by Make

Build by prompting (NEW)
EXPAND AI ADOPTION
AI agents

Implement autonomous decision-making

AI agents
Make MCP server

Connect your AI to real business actions securely and visually

Make MCP server
SCALE WITH VISIBILITY
Observability

Monitor your landscape with Make Grid

Observability
Enterprise

Scale securely with enterprise-ready automation

Enterprise
Security

Control, compliance & visibility

Security
BY DEPARTMENT
Marketing

Drive growth and pipeline

Marketing
IT & Engineering

Stop incidents before impact

IT & Engineering
Customer service

Automate to resolve tickets fast

Customer service
Sales

Close deals 24/7

Sales
BY DEPARTMENT
Operations

Run ops on autopilot

Operations
Finance & invoicing

Automate finance ops

Finance & invoicing
HR & recruiting

HR workflows, automated

HR & recruiting
Productivity

Get more done with AI

Productivity
PARTNERS
Hire an expert

Find certified Make partners

Hire an expert
Become a partner

Grow your business with Make

Become a partner
INTEGRATIONS
SalesforceSalesforce
HubSpot CRMHubSpot CRM
SlackSlack
Perplexity AIPerplexity AI
OpenAI (ChatGPT, Whisper)OpenAI (ChatGPT, Whisper)
Show all integrations
GET STARTED
Integrations

3500+ app integrations

Integrations
Templates

Stop incidents before impact

Templates
Library of Agents

Ready-to-deploy AI agents

Library of Agents
Make Skills for AI

Your AI is a Make expert

Make Skills for AI
learn
Blog

Insights & AI automation guides

Blog
How-to guides

Step-by-step tutorials

How-to guides
Success stories

Real customer results

Success stories
Make Academy

Free online courses

Make Academy
Webinars

Live & on-demand sessions

Webinars
SUPPORT
Make Community

Connect with other builders

Make Community
Help center

Documentation & resources

Help center
Developer Hub

APIs, SDKs and docs to build on Make

Developer Hub
compare make with
n8nn8n
ZapierZapier
WorkatoWorkato
PricingEnterpriseTalk to sales
Sign inSign in
Get started freeGet started free

Make Waves ’26 Step into AI’s glass box. Prague, 19–20 Oct.

Register now (opens in a new tab)
Make AI Agent

Connect Make AI Agent integrations

Govern your virtual workforce by connecting Make AI Agent to your daily tools to execute multi-step operations. Linking this digital helper to our workflow automation tool lets you instantly parse natural language prompts, query databases, and trigger background actions. Create your free workspace now to configure your first independent AI partner.

Get started for free
See documentation
Verified

Make AI Agent

This app is supported and maintained by Make.

Triggers and actions

Developed, supported and maintained by community users.

Load more

Connect any app with

Make AI Agent

17
60
33
46
61
56
12
80
17
7
51
9
36
30
26
50
19
1
4
2
14
2
5
6
3
2
2
1
2
2
2
2
3
1
2
1
5
2
46
2
2
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2
7
1
4
5
12
23
6
2
5
2
2
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2
2
2
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9
97
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86
41
7
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72
18
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5
43
21
136
8
14
15
94
30
3
103
2
115
157
45
59
233
26
42
16
26
196
62
35
43
35
2
37
55
27
139
70
15
48
27
71
16
34
17
23
3
34
98
14
5
34
58
168
282
148
35
109
10
47
32
62
1
17
14
4
7
6
43
8
12
36
3
43
7
179
28
33
10
2
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252
108
13
57
16
27
0
5
16
2
7
110
63
22
87
40
26
76
5
15
13
3
16
59
8
51
45
27
Verified Apps
Apps reviewed and maintained by our team
Community Apps
Apps built and maintained by the community

Google Sheets

App Families

Gmail

App Families

OpenAI (ChatGPT, Whisper)

AI

Google Drive

App Families

Telegram Bot

Communication

Google Gemini AI

AI

Pinterest

Marketing

Airtable

IT & Development

Notion

Business Operations & ERPs

Google Calendar

App Families

Facebook Lead Ads

App Families

Slack

Communication

Google Docs

App Families

Facebook Pages

App Families

Make AI Toolkit

AI

Microsoft 365 Email (Outlook)

App Families

Anthropic Claude

AI

Instagram for Business (Facebook login)

App Families

Make Code

Business Operations & ERPs

monday.com

Business Operations & ERPs

HubSpot CRM

CRM/Sales

Tally

Surveys & Forms

Brevo

App Families

Shopify

Commerce

Stripe

Commerce

LinkedIn

App Families

WordPress

Website Building

Google Forms

App Families

ClickUp

Business Operations & ERPs

Supabase

App Families

Load more

Popular Make AI Agent workflows

Connect Make AI Agent to your favorite tools. Automate tasks and build smarter workflows.

AI

Knowledge Support Agent

Turn your internal data into an instant, queryable knowledge hub. This agent allows customers to get answers from complex manuals and docs via chat, providing immediate, researched answers by blending internal data with live web intelligence. Additional Information: How does it work? When a user submits a query via the communication channel, the agent first parses your uploaded documentation to find a precise match. If the internal data is insufficient or outdated, it triggers an autonomous research sequence to gather real-time data from the web. It uses natural-language understanding to prioritize your files as the primary source while using the internet as a fail-safe for current information. Optimized for messaging interfaces, it delivers hierarchical, concise replies and logs every interaction for quality assurance and audit trails. What's in it for me? This agent reduces the volume of repetitive questions reaching your team by handling documentation lookups automatically, 24/7. The interaction log doubles as a gap analysis tool — showing you exactly where your documentation is failing the people who rely on it. Perfect for Support, HR, Legal, Sales Enablement, and IT teams who need their existing documentation to do more work without adding headcount to manage it.

Knowledge Support Agent
Use template
AI

KlickTipp contact data field enrichment via Make AI agent

This workflow automatically enriches KlickTipp contact data from unstructured context using AI Agents. It accepts an email address together with source content such as a LinkedIn profile, website text, CRM note, or any other contact-related description, and extracts useful contact details like first name, last name, company name, website, job title, department, and social profile URLs. For each extracted value, the workflow also returns a quality score from 0 to 100, helping you evaluate how reliable the result is before storing it. The enriched values are then mapped into KlickTipp contact fields, including global fields and custom fields such as LinkedIn URL, Instagram URL, Facebook URL, Job Title, or Department when configured. This workflow is especially useful for marketers, agencies, sales teams, recruiters, coaches, and service-based businesses that want to improve contact records at scale without manually reviewing every source. Important: Adjust section 5 in the agent instructions so the AI understands your custom field mappings, or remove the example mappings if you do not use custom fields. The current confidence threshold for updating existing values is set to 70%. You can set it to a different value in the prompt.

KlickTipp contact data field enrichment via Make AI agent
Use template
AI

Manage KlickTipp Contact Tags with GPT-5-mini AI Agent

This workflow provides an AI-powered KlickTipp tag management agent. It accepts a contact email address together with explicit tag instructions, either as a natural-language request, and manages the requested tags for an existing KlickTipp contact. The agent can check the contact, load the current KlickTipp tag list, create missing tags when explicitly requested, apply tags, remove specific tags, or remove all currently assigned tags from the contact. It compares tag names using exact normalized matching, so differences like capitalization or repeated spaces do not cause duplicate tag creation. For example, VIP Customer and vip customer are treated as the same tag. This workflow is especially useful for marketers, agencies, sales teams, coaches, and automation builders who want to manage contact segmentation in KlickTipp through simple instructions such as “Add VIP and Webinar Lead to [email protected]” or “Remove all tags from [email protected]”. Important: The agent only acts on explicit tag commands. It must not infer tags from background context such as purchases, job titles, plans, roles, or descriptions. For example, “[email protected] just bought the Premium Plan and is a CEO” should not automatically create or apply Premium Plan or CEO tags unless the user explicitly asks to add those tags.

Manage KlickTipp Contact Tags with GPT-5-mini AI Agent
Use template
Supercharge your workflows

Unlock Business Growth: Integrate and Automate the Make AI Agent

Connecting Make AI Agent to Make allows you to automate database updates, enrich records, and run 24/7 support. Easily sync your customer data to your CRM and manage business tools with natural language commands.

Conversational app management

Interact with your business tools and update databases on the go using simple, natural language commands.

Round-the-clock support agents

Resolve customer questions instantly by connecting your internal guides and live web search to a chat assistant.

Effortless data enrichment

Automatically extract key details from unstructured text like emails or meeting transcripts to keep your records updated.

Intelligent CRM updating

Sync AI-processed insights directly to your CRM, creating and updating contact records with minimal manual effort.

Support

FAQs

Everything you need to know about Make. Can't find the answer you're looking for? Please chat to our team.

How do I get started with Make?

Start by registering for Make. As a new Make user, you’ll automatically be assigned a free account. Once your account is set up, you can start creating your first scenarios. We recommend starting with our step-by-step video tutorial.

What is a scenario?

A scenario represents a workflow or a project of your own creation, and it is made up of a series of modules that automate apps and services. Creating a scenario allows you to transfer and transform data between apps and services via these modules to automate anything and improve the way you work.

What is a module?

Modules are the main building blocks of automation in Make. Modules represent actions that Make performs with an app, like creating, updating, or deleting data.

What is mapping?

Mapping links the modules in your scenario. When you map an item, you connect the data retrieved by one module to another module to perform the desired action. For example, you can map email addresses and subject lines to create a spreadsheet using this data.

Bring automation and AI to your business

Talk to sales
Get started free

Subscribe to news updates*

* By submitting this form, you confirm that you agree to the storing and processing of your personal data as described in our Privacy Notice.

Join 4,000+ companies

Product

  • Overview
  • Integrations
  • Maia AI assistant
  • AI agents
  • AI Automation
  • Agentic automation
  • Make Grid
  • MCP server
  • Status

Solutions

  • Marketing
  • Sales
  • Operations
  • Information Technology
  • Finance
  • Customer Experience
  • Productivity
  • People
  • Idea exchange

Resources

  • Templates Library
  • Make AI apps
  • Help centre
  • Blog
  • Success stories
  • How-to-guides
  • Make Academy
  • Make Community
  • Webinars

Company

  • About us
  • Careers
  • Contact us
  • Press
  • Terms & conditions
  • Privacy policy
  • Disclaimer
  • Bug bounty
  • Ethics & compliance

Partners

  • Hire an expert
  • Become a partner

© 2026 Celonis, Inc. All rights reserved.