How to Build a Make.com Automation From Scratch Using AI
Make.com is one of the most powerful automation platforms available — and one of the most underused because the learning curve intimidates non-developers. AI eliminates the design uncertainty: you describe what you want to automate, and AI tells you exactly how to build it.
What You Need to Know
Scenarios and triggers
A Make.com scenario is the container for one automation. Every scenario starts with a trigger — the event that causes the automation to run. Triggers can be: scheduled (run every hour, every day at 8am, every Monday), instant (fire immediately when an event happens in a connected app — a new email arrives, a form is submitted, a record is created in your CRM), or webhook (a URL that receives data from any external system). Understanding triggers is the most important concept in Make.com — the wrong trigger means the right automation runs at the wrong time or not at all.
Modules and connections
After the trigger, each step in the scenario is a module — an action performed in a specific connected app or a utility function. Examples: Gmail module to send an email, GoHighLevel module to create a contact, HTTP module to call any API, Google Sheets module to add a row, and Claude/OpenAI module to generate AI content. Modules are connected in a flow from left to right — the output of each module becomes available as input to subsequent modules. The most important utility modules: Router (split the flow based on conditions), Iterator (process a list of items one by one), and Aggregator (combine multiple items into one).
Filters and routers
Not every trigger event should result in the same actions — conditions determine which path the scenario follows. A Filter module between two steps blocks the scenario from proceeding unless specific conditions are met (only proceed if the email subject contains the word invoice). A Router module splits the scenario into multiple branches based on conditions (if the lead score is above 75, go to branch A; otherwise, go to branch B). Mastering filters and routers is what separates simple automations from intelligent, adaptive workflows.
From Idea to Live Scenario
Describe the automation in plain language
Before opening Make.com, write a clear description of what you want to automate: what triggers it, what information is available at the start, what actions should happen, in what order, and any conditions that affect which actions run. Example: When a new contact is added to GoHighLevel with the tag new-lead, (1) look up their company on Apollo.io to get their company size and industry, (2) if the company has more than 50 employees, send them email template A; if fewer than 50, send email template B, (3) create a task in GoHighLevel for the account manager to call them within 24 hours, and (4) log the contact and the email sent to a Google Sheet. This description is everything Make.com needs to build — but before building, get the AI design.
Get the AI scenario design
Prompt: Design a Make.com automation scenario for the following workflow: [paste your plain language description]. For each step in the scenario, specify: the module name and app, the specific configuration needed (trigger type, filter conditions, key field mappings), any data transformations required between steps (e.g., text formatting, date conversion), and the error handling approach for each step that could fail. Present as a numbered step-by-step build guide that a non-developer can follow. This AI design is your blueprint — you follow it in Make.com rather than designing as you go. Designing before building produces scenarios that work the first time rather than ones that require 3 hours of debugging.
Build the scenario following the AI guide
Open Make.com and create a new scenario. Add the trigger module first, configure it exactly as the AI guide specifies. Add each subsequent module in order, configuring each from the AI guide. When mapping data between modules — using the output of one module as the input to the next — click the field you want to map and select the relevant output from the panel that appears. Test each module as you build (Make.com’s Run once feature lets you test individual modules with real data before activating the full scenario). Save after each successfully tested step.
Test with real data and activate
Before activating, run the complete scenario manually using Make.com’s Run once button with a real test case. Check: did each module execute successfully, did the data flow correctly between modules, did the filters apply correctly, and did the final outputs (emails sent, records created, sheets updated) appear as expected? Fix any issues — most are data mapping errors (the wrong field selected) or filter condition errors (the condition is too restrictive or not restrictive enough). Once the test run produces the expected output for the test case, add 2 to 3 edge case tests (what happens if a required field is empty, what happens if the API returns an error?). Activate when all tests pass.
Monitor and maintain
After activation, check Make.com’s execution history for the first week: did every run succeed, were there any errors, and did the outputs match expectations? Make.com emails you when runs fail — set up email notifications for failed runs immediately after activation. The most common post-activation issues: API rate limits (the scenario runs too frequently and hits the limit — add a delay module), data format changes in the source system (a field that was text becomes a number — update the mapping), or authentication token expiry (re-authenticate the connection). Most scenarios run without intervention for months once correctly set up.
What is the difference between Make.com and Zapier?
Both are automation platforms that connect apps without code. Make.com (formerly Integromat) is more powerful and flexible — it supports complex multi-step workflows, branching logic, error handling, and data transformation. Zapier is simpler — better for beginners with straightforward one-to-one app connections. Make.com is significantly cheaper at equivalent operation volumes: Make.com’s Core plan at $9/month includes 10,000 operations; Zapier’s equivalent functionality costs $49 to $73/month. For SA Solutions’ clients building sophisticated business automations, Make.com is almost always the right choice — the additional complexity is justified by the additional power.
How do I handle errors in Make.com scenarios?
Error handling is the difference between a professional automation and a fragile one. For each module that could fail (API calls, email sends, database writes), add an error handler: right-click the module, select Add error handler, and choose between Resume (try the next module anyway), Rollback (undo all changes in this run), Commit (save all changes so far and stop), Ignore (skip the error and continue), or Break (stop the scenario and log the error). For most business automations: use Break for critical steps (the automation should not proceed if a key step fails), Ignore for optional steps (a logging step failing should not stop the main workflow), and build an alert notification into the error handler that notifies the relevant person via Slack or email.
Want Your Make.com Automations Built by Experts?
SA Solutions designs and builds Make.com automation scenarios — from simple app connections to complex multi-step AI-powered workflows with full error handling and monitoring.
