Most AI automation agencies are not building agent stacks. They are reselling templates with a sharper pitch.
They plug a form into a workflow builder, add one LLM step, and call it an agent. Then they show a demo that looks clean for five minutes and breaks the moment your real edge cases show up.
A Zapier chain is not an agent.
A Zapier chain can move data. That is useful. But moving data is not the same as reading context, applying judgment, checking a rule, asking a follow-up question, and picking the right next action.
A generic GHL template is not your operating system.
If the same exact workflow is sold to roofers, med spas, and realtors with tiny label changes, you are not getting a stack built around your business. You are getting a wrapper.
If the demo is the product, the real operation will pay the bill later.
How to spot the template reseller
- They lead with tools instead of workflow diagnosis.
- They cannot explain what happens when inputs are messy or incomplete.
- They sell fast setup harder than they sell fit.
- They avoid architecture questions and live inside buzzwords.
Diagnosis before prescription. That is the test. If they are not mapping where work breaks before they sell the build, they are guessing with your money.