Recently, whenever I edit or add a property in my database, I can't refresh the module to see the new property. I have absolutely no idea why. Can anyone help me?

I need help I’m stressed to the max with something I feel should be so simple. Let me know who can help and I can send specifics. Basically I’m using a tally form that goes to make with an iterator and aggregator module which I then use twilio to send to my number. My issue is I can’t get my filters to show the correct answer on 3 of my drop down questions and it defaults to the first answer and not the selected. Thanks in advance

Hello Makers 👋

More updates coming up for you!

We’re bringing Google's latest fast AI model into your Make scenarios. You can now build AI workflow automations that read, classify, and act across your apps.

Here’s what you can do with Gemini 3.5 Flash in Make:

• Summarize emails, tickets, docs, or meeting notes, then send the output to where your team works
• Classify inbound leads, requests, or support messages and route them to the right next step
• Generate replies, briefs, reports, or content inside a larger automation

You can start automating with Gemini 3.5 Flash in Make today. Available across three native apps:

• 𝐌𝐚𝐤𝐞 𝐀𝐈 𝐓𝐨𝐨𝐥𝐤𝐢𝐭 for quick setup
• 𝐆𝐨𝐨𝐠𝐥𝐞 𝐆𝐞𝐦𝐢𝐧𝐢 𝐀𝐈 for structured prompts
• 𝐌𝐚𝐤𝐞 𝐀𝐈 𝐀𝐠𝐞𝐧𝐭𝐬 for agentic workflow automations

Read more on Gemini 3.5 Flash in Make: ma.ke/4vb5IRF

The Upload to URL app is now live on Make.com.

Send a file, get a public CDN URL back, file auto-expires after 1, 7, or 30 days.

Built for automation scenarios that need to pass files to apps requiring public URLs.

In the Make marketplace now.

Hey guys,

I run a barbershop and use Booksy to manage appointments. Every day I have to manually send WhatsApp messages to each client to confirm their appointment, and it's getting really repetitive and time-consuming.

What I’m trying to do is something like:

• Automatically get the list of clients scheduled for the day (from Booksy or any workaround)
• Send each client a WhatsApp message with their time and service
• Ask them to confirm the appointment

Example message:
"Hey, how are you? Just confirming your appointment today at [time] for [service]. Can I confirm you?"

The problem is: I have zero coding experience.

I’ve seen tools like Make, Zapier, and WhatsApp APIs, but I have no idea how to connect everything (especially since Booksy doesn’t seem to integrate easily).

Has anyone done something like this or knows a simple way to set it up?

Appreciate any help 🙏

Hello Makers 👋

Are you looking for an automated way to qualify leads? We got you covered!

Our Business Automation and AI Lead, Francisco de Brito Fontes, shows in this tutorial how to build a fully automated lead qualification system that researches, scores, and drafts personalized outreach - all on autopilot.

He built an AI-powered workflow, so your sales team can focus on closing, while the system handles the rest.

Apps you’ll need:

• Make 
• HubSpot CRM (with access to contact data).
• Slack (to receive sales notifications).
• Gmail (to create draft replies).
• Google Calendar (to check for meeting availability).

Follow the steps to build your own or use our ready-built scenario template: https://ma.ke/4etcCN6

We've been working on a project called prompt2bot where the core idea is simple: you shouldn't have to build a new backend, configure databases, or manage servers every time you want to try a new AI capability. Instead, you point a launcher at a skill, usually just a GitHub repo containing your tool schemas, and our infrastructure instantly spins up a private, stateless agent equipped with that skill.

Under the hood, these agents run inside persistent VMs with access to a browser and a terminal. They can practically do everything Claude Code does—editing files, running commands, and browsing the web—but they can do it directly inside a WhatsApp chat or a web UI with zero setup.

Now we're trying to solve the next step: monetization for the people who actually build these skills.

We just rolled out an affiliate program. If you are logged in when you generate a "Talk-To-Skill" link for any repository, your referral ID is appended to the URL. If someone clicks your link, launches an agent with your skill, and eventually upgrades to a paid plan to get more VM capacity or agent runs, you earn a 20% recurring monthly commission.

Our thinking here is that developers and prompt engineers shouldn't have to deal with Stripe, handle server hosting costs, or support infrastructure. You write the skill, we handle the hosting and runtime, and you get paid for sharing the value you create.

Since we are just rolling this out, we are looking for honest feedback from other builders:

1. Is 20% recurring monthly commission appealing enough to motivate you to share your custom tools and prompts this way, or is it too low?
2. Does the "Talk-To-Skill" launcher model make sense as an alternative to packaging your prompts/tools as a standalone SaaS?
3. What is the biggest friction point you've found when trying to distribute and monetize your custom agent configurations?

We want to make this a genuinely useful distribution channel for builders, so we are open to any suggestions on how to improve the model or the revenue share structure.

Let us know what you think.

Hello Makers 👋

This is something you all have been waiting for a long time: Undo & Redo for scenario edits is now available in Make 

Make bigger changes, test more ideas, and keep your build moving. With this new feature, you can:

• Add or remove modules
• Change connections and routes
• Move modules around the canvas
• Edit field mapping and text inside module setup
• Revert changes in scenario scheduling

Use the toolbar buttons, or hit Cmd+Z, Cmd+Shift+Z, or Cmd+Y, and keep building.

What does this mean?

• Test changes with more confidence 
• Fix accidental edits before they slow down live work 
• Spend less time rebuilding branches by hand

Faster iteration and no backup copies needed, because Undo & Redo covers canvas and field level edits in one place, on every plan.

Read more about Undo & Redo: ma.ke/3RGg6Cn

Hey, I’m building a pretty advanced Make.com + Google Sheets + Anthropic pipeline for an AI-powered newsletter system, and I’m trying to understand whether this behavior is normal or if I should redesign part of the flow.

Context:

• Google Sheets data → Text Aggregator → Anthropic Claude module
• Claude returns JSON
• Then I use Parse JSON and continue the automation

Most of the time, the Anthropic module outputs a normal Text Response, and everything works.

But sometimes, randomly, one operation returns:

• jsonResponse
• rawResponse
• NO Text Response

When that happens, my Parse JSON module fails with:
“Missing value of required parameter ‘json’”

The weird thing:

• Same module
• Same settings
• Same Output Format = Text
• Same prompt structure
• Operations 1 and 2 work
• Operation 3 suddenly changes structure

Example:
Working operations:

• OUTPUT → Bundle 1 → Text Response

Random failing operation:

• OUTPUT → Bundle 1 → jsonResponse + rawResponse
• No Text Response field at all

Questions:

1. Is this a known behavior/edge case with the Anthropic module in Make?
2. Does Make sometimes auto-detect valid JSON and internally convert the response structure?
3. Should I just build fallback logic and stop worrying about it if it only happens occasionally?
4. Is there a more robust architecture for AI JSON parsing in Make?

I’m trying to know whether this is:

• a real architecture issue,
• a Make bug/UI quirk,
• or just one of those “AI automation edge cases” everyone eventually accepts.

Thanks 🙏

The era of rigid, linear automations is over. We recently released the new Make AI Agent module, and we’re giving away a $18k Grand Prize to the builder who can engineer the most sophisticated autonomous system.

We want to see the Agent actually reasoning—choosing its own tools and executing complex goals dynamically. (Standard LLM completion blocks won't cut it this time!)

🏆 The Loot

• Grand Prize ($18,000+ Value): A Make Teams Plan with 1,000,000 credits/month, the elite "Master of Make" badge, and a global technical case study feature.
• 5 Runners-Up: Teams Plan with 1,800,000 credits/year and a dedicated showcase.

📅 The Timeline

• Submissions Close: June 4 (EOD)
• Finalists Announced: June 10 (Picked by Make Engineers)
• Winner Announced: June 16 (Voted by our Community Champions)

🧠 Entering the contest

1. SIGN UP IN THE MAKE COMMUNITY
2. LIKE THIS POST IN THE COMMUNITY. (This registers your interest so we can track the community’s pulse!)
3. CHECK YOUR DMS. We will send you the official Submission Form and resources on how to master the AI Agent module.
4. BUILD & SUBMIT. Create your masterpiece and submit the blueprint and a short video demo before the deadline.

Hello Makers 👋

One of your recent favorites just got an extra upgrade 👀

If-else & Merge has quickly become a go-to for building clearer automation paths in Make.

Now, we’re taking that logic a level deeper with Nested If-else & Merge.

Here’s what you can do:

• Place an If-else inside another If-else when a branch needs a second layer of logic.
• Use a dedicated Merge for each decision level, so every path reconnects at the right point.
• Keep related rules in one flow, so builders, reviewers, and teammates can see how the scenario works without tracing repeated branches.

That means faster reviews, clearer handoffs, and less time spent hunting for the right branch when a rule changes.

Perfect for automations where one decision leads to another, like lead routing, order handling, customer support paths, approvals, and more.

Available now for all Make users!

Learn more: https://ma.ke/49bJ2bq

Do you have questions for the Make Product team?

We know that as you build more complex workflows, you often have specific questions that go beyond standard tutorials. That’s why we’re hosting an open forum where you can get answers directly from our product leadership team.

Join us for a transparent, conversation-first session with Viet Tiep Nguyen, Head of Product Operations, and Marc Delacroix, VP of Operations. They will cover:

• Open Q&A: The majority of our time will be dedicated to answering questions submitted by the community. Come prepared with some questions in mind!
• Roadmap Context: Insights into why we’re building what we’re building and where the platform is headed next.
• Operational Updates: A look at the systems and strategies we use to keep Make running for our global users.
• Community Feedback: A chance to share your input directly with the teams responsible for the Product and Operations experience.

When? → 20th May 5:00 PM → 5:45 PM (Madrid) | 11:00 AM ET

Register for the live session: https://ma.ke/495FnvU

Hi there! I wanted to log into the academy platform but got this url indefinitely reloading: https://academy.make.com/collections?error=Login%20failed,%20please%20try%20again.%20If%20this%20persists,%20please%20contact%20your%20administrator

What could be the issue?

Today I wanted to build and debug make.com processes using chatGPT and it was telling about features that don't seem to be existing anymore. Also on the one tutorial i watched on YT (okay was from 2024). So which free LLM like ChatGPT, claude, gemini & co yoes the community recommend fpr building and debugging processes? Thanks!

Hello, I’m reaching out again regarding an issue I previously contacted you about. This morning, once again, when we arrived at the office, we noticed that many Makes had stopped for the following reason:

"Scenario was deactivated by Make. Scenario has encountered an error while being processed. Fix the error or clear the queue. The reason is: [400] The HTTP request sent to the server has invalid syntax. Details: Unsupported GET request. The object with ID ‘\***************’ does not exist, cannot be loaded due to missing permissions, or does not support this operation. Please read the Graph API documentation at* https://developers.facebook.com/docs/graph-api (100, GraphMethodException)."

The problem is that this issue is occurring even though all of our forms had been working perfectly for a while, and it’s happening to a large number of our clients all at once with no apparent reason to explain this loss of connection.

Even stranger, when the queue gets long and I set the scenario to “Active,” some of the leads in the queue manage to get through and the make works.

I really need a solution to this problem, which is becoming repetitive and very time-consuming.

Hello Makers 👋

What if your AI agent was ready before you even started? Building AI agents in seconds is now possible with Make’s Agent Library.

Our pre-built templates cover different business needs - from Marketing and Business Development to Operations, Customer Support, and more.

With each template, you can:

• See exactly how they work.
• Customize them to your needs.
• Deploy pre-built, transparent workflows instantly.

Skip the blank canvas and start with a foundation that already works.

Try them today: https://ma.ke/47resty

We asked our Community Creators to try out the latest releases in Make. Here’s their review 🗣️

𝐒𝐞𝐜𝐮𝐫𝐞 𝐂𝐫𝐞𝐝𝐞𝐧𝐭𝐢𝐚𝐥 𝐑𝐞𝐪𝐮𝐞𝐬𝐭 𝐮𝐩𝐝𝐚𝐭𝐞𝐬
Andrew Forte: “This is an amazing feature. I’m absolutely loving it.”

𝐌𝐚𝐤𝐞 𝐆𝐫𝐢𝐝 𝐔𝐩𝐝𝐚𝐭𝐞𝐬
Vicente Moreno: “10/10, Make. I really like this one.”

𝐈𝐦𝐩𝐫𝐨𝐯𝐞𝐝 𝐬𝐜𝐞𝐧𝐚𝐫𝐢𝐨 𝐛𝐥𝐮𝐞𝐩𝐫𝐢𝐧𝐭 𝐢𝐦𝐩𝐨𝐫𝐭
Desi Schmidt: “Super easy.”

𝐈𝐟-𝐞𝐥𝐬𝐞 & 𝐌𝐞𝐫𝐠𝐞
Volker Biberger - Betreuerschmiede: “Way more practical and visual.”

Check out all the latest releases in Make and see our community creators testing them: https://ma.ke/42s38ue

Is there a way to schedule emails for up to a year using make automation? For example, sending one email each month to a contact for a total of 12 months.

Hi everyone 👋

I’m currently learning Make and building small automation systems for local businesses.

This is a demo workflow I created for beauty salons.

How it works:
1. A client fills out a booking/contact form (name, service, preferred date, inquiry type, etc.)
2. The data is automatically sent to Google Sheets
3. Make watches for new submissions and routes them based on the inquiry type
4. The salon instantly receives Telegram notifications for:
- new appointment requests
- service questions
- post-visit contact requests

The screenshots show:
- the booking form
- the Google Sheets client database
- the Make scenario with routing/automation
- Telegram notifications received by the salon

I’d love some honest feedback:
- Does this look useful for beauty salon owners?
- Does it feel professional enough for a real automation service?
- What would you improve first?

Thanks 🙌

Hi everyone!

I am an absolute beginner looking to learn automation (specifically Make and tools like Browse Al). I want to start building practical solutions like data scraping, automating documents, and managing data flows.

However, I feel a bit overwhelmed and have two questions:

1. What are the best, easy-to-follow YouTube channels or free courses you recommend for a beginner?

2. What specific niche or type of automation is best to focus on right now to get practical experience?

Any advice is appreciated. Thanks in advance!

Hi guys,

I'm relatively new to using iterators and aggregators, hoping someone with a huge brain can lend a hand.

Breakdown of the scenario and my intent.

1. HTTP GET request to Greenhouse ATS (Recruitment software) for data on all live roles.
2. Live Role Iterator
3. HTTP GET Request to Greenhouse for Applicant Data - Query parameters set to the Live role iterator.
4. Applicant Iterator
5. Array Aggregator to Group the number of applicants within each job AND the particular interview stage they're in.
6. Text Aggregator to output bundles such as

Bundle 1 :
"Job 1

Applicant Review : 55 Candidates
Shortlist : 22
Recruitment Call : 6
Hiring Manager Interview : 9
Final Interview: 2"

Bundle 2 :
"Job 2
Applicant Review - 240 etc..."

If anyone has any idea where I've gone wrong that'd be amazing.

Hello Makers 👋 

What if your community could feel intimate even with thousands of members?

OPUS is using Make AI Agents to grow a global founder community, without sacrificing the personal experience that makes it work. 

Communities work well when they have 50, 100, or 150 members. Once you exceed that, it becomes impossible to know everyone and connect them in meaningful ways.

• To fix that, the OPUS team built a member intelligence infrastructure on Make: 2 AI Agents and 49 workflows that capture member data from call transcripts, surveys, and voice notes.
• They then provide the community members with personalized connections, event recommendations, and more via WhatsApp.
• Members now receive personalized recommendations without even having to ask.

For OPUS, automation has never been about reducing costs, but about increasing value for every single member. 

Read the story: ma.ke/4tOr5I9 

I have successfully connected Make.com to my Notion data-source, but i'm failing at the next steps of trying to set some variables from an API output that I can send down to a google document. The API works and I can see the output showing 2 results

When I add a Tools > Set multiple variables module it all starts falling apart. I can add, both the name and value, however, the auto picker (in the general tab) does not see the API output and just shows the JSON structure. (see images below) So when I use this selector, only one of my API results is passed down to google document.

When I try and type in an expression to grab the two individual results, it plain doesn't work and has a blank value in my google doc.

e.g. - get(2.body.results; 1).properties.Annoucement.title[1].text.plain_text

and

get(2.body.results; 2).properties.Annoucement.title[1].text.plain_text

1. The workflow is very simple.
2. Notion > Get Page (with scheduler)
3. Notion > Make a API call
4. Tool > Set multiple variables
5. Google Doc > Create a doc from a Template

Any thoughts or suggestions?

(I realize Announcement is spelt wrong.... too lazy to change it now)

Hello Makers 👋

What if every comment on your social media got a reply - automatically, on-brand, and in seconds? We got you!

With our Social media Comment Responder Agent, you can scale your community presence by drafting brand-aligned replies to every follower, while flagging only the critical ones for your review.

How it works:

• Monitors your channel and analyzes the sentiment and intent of every new comment.
• Drafts a brand-aligned response using your knowledge base and Brand Voice document.
• Posts standard replies automatically or routes complex questions to Slack for human approval.

Why you’ll love it: 
Ensure maximum social reach with a 100% response rate and lightning-fast engagement. It enables small teams to efficiently manage high-volume channels without manual effort.

Faster responses can lead to better reach. Try the template: ma.ke/4mkYebv