Playbook 010 · AI WORKFLOWS FOR SMALL BUSINESS · PAID
Set Up a Basic AI Agent Workflow (No Code)
AI agents are the hype right now — and most of what's being sold needs an engineering team to make work. The version most small businesses actually need is simpler: chained prompts, templated workflows, and a couple of Make.com or Zapier automations. This Playbook covers all three with no code, no APIs, and no technical setup. Five agent-style workflows worth building right now, plus the chain-prompt template that runs in Claude or ChatGPT.
Reviewed · 2026-04-28
Platform features change frequently. Rechecked against the live platforms when they change.
An AI agent is just AI that takes a sequence of steps to complete a task, rather than answering a single question. Most small businesses don't need complex agents — they need a better way to structure multi-step tasks. This Playbook covers exactly that, with no code, no APIs, and no technical setup.
What you will set up
- A clear understanding of the three workflow types — chained prompts, templated workflows, and automated workflows
- A reusable chain-prompt template you can drop into Claude or ChatGPT
- Three templated workflows worth saving and using weekly
- Five agent-style workflows worth building right now
- A monthly check to keep prompt quality high as tools change
Time to set up: about 1–2 hours the first time. Works in: Claude, ChatGPT, and Gemini on free plans. Make.com and Zapier (also free tiers) for automation.
Common questions
The questions people actually ask.
- What actually is an AI agent?
- AI that takes a sequence of steps to complete a task, rather than answering a single question. Instead of 'write me a caption', an agent might research your industry, identify a trending topic, write a caption, and format it for Instagram — all from one instruction.
- Do I need to learn code to build an agent?
- No. Chained prompts and templated workflows cover 80% of the value and need zero technical setup. Code-free automation tools like Make.com and Zapier handle the rest.
- Which AI tool handles long chained prompts best?
- Claude. Claude's context window is large — on paid plans the current top models handle very long conversations, and Claude summarises older turns when it fills. Exact sizes per model and plan are on the 'How large is the context window' help article. ChatGPT and Gemini work fine for shorter chains.
- What happens if a step in the chain produces bad output?
- Stop and correct it before moving on. Tell Claude something like 'That's not quite right — [correction]. Now continue to step 3.' The chain picks up where it left off.
- How is a templated workflow different from a regular prompt?
- A templated workflow is a chain prompt you save and reuse weekly. The structure stays the same — you only update one or two variables (this week's products, this week's data) each time.
- Do I need to pay for Make.com or Zapier?
- Make's Free plan gives a monthly credit allowance (one ordinary step = one credit) and a couple of active scenarios. Check make.com/en/pricing for current numbers. Zapier's Free plan is limited to two-step Zaps and a small monthly task allowance — check zapier.com/pricing. Three or more steps needs a paid plan. You only need them for fully automated workflows that trigger on a schedule. Chained prompts and templated workflows run inside Claude or ChatGPT for free.