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Question

Can Zapier Chatbots run a fixed step-by-step conversation flow (not just LLM freestyle)?

  • April 30, 2026
  • 0 replies
  • 7 views

Hey all
Building a customer-facing Zapier Chatbot embedded on a Shopify storefront. Embed is working. Now wiring up the brains and want to sanity-check the architecture before going deep.

What I want is a dictated, step-by-step flow not an open-ended LLM that decides what to do each turn. What I have in mind:

  • Step 1 Customer opens the chat > Bot greets 
  • Step 2 Wait for reply. Based on Answer, ask a specific follow up 
  • Step 3 Wait for reply. Ask more intake question
  • Step 4 Wait for reply. tool calling or db lookup
  • Step 5 Response with recommendations or products

 

Heres my questions:

Is this scripted step flow even the right thing to build in Zapier chatbot?

Is tool calling possible in a chatbot?

Is it possible to response with a product card in Zapier chatbot?

Is Zapier workflow or agent a better choice for this ? If so how do I embed it as a chatbot on shopfiy?

 

Thanks in advance happy ot share back what works once we ship.