How to Build & Sell AI Agents: Ultimate Beginner’s Guide

Liam Ottley · 1 year ago

At a glance

Length
3 hr 51 min
Channel
Liam Ottley
Video from
Mar 2025
Rating
👍👍 Great video · 2/2
Best for
Entrepreneurs and developers exploring AI automation and business opportunities

Understanding AI Agents: A Beginner's Foundation

This tutorial breaks down the process of building and selling AI agents into digestible lessons suitable for anyone starting from scratch. Whether you're curious about AI capabilities or looking to launch a new business around automation, the video covers both the theoretical fundamentals and practical construction methods you'll need.

The guide is designed for entrepreneurs and developers who want to understand what makes an AI agent different from simpler tools, learn how to build one using accessible platforms, and discover real market opportunities in this growing field.

Key Moments

Core Concepts You'll Learn About AI Agents

  • The structural difference between chatbots and true AI agents, and why that distinction matters
  • The anatomy of an AI agent: how it thinks, acts, and connects to external systems
  • The three essential ingredients that every functioning agent requires
  • How APIs, schemas, and tools enable agents to perform real-world tasks beyond conversation
  • Whether to build conversational agents (interactive) or automated agents (hands-off)
  • Concrete examples of AI agents solving actual business problems today
How to Build & Sell AI Agents: Ultimate Beginner’s Guide
Photo by Lucky Cungwa on Pexels

What to Expect from This Tutorial

The video is structured in three major phases. First, you'll absorb the foundational concepts—what agents are, how their internal components work together, and how they differ from basic chatbots. This section establishes why learning to build agents is worth your time and energy.

Second, the tutorial walks through four hands-on builds. These practical projects show you how to construct actual agents using no-code platforms, demonstrating different use cases and complexity levels. This applied segment is where theory becomes something you can replicate yourself.

Finally, the video shifts to monetization strategy. You'll learn the real business opportunity around AI agents, the three primary ways to win in this space, and concrete advice for acquiring your first clients. This closing segment bridges the gap between building for learning and building for profit.

Common Questions About Building and Selling AI Agents

What's the difference between an AI agent and a chatbot?

A chatbot responds to user input within a conversation. An AI agent goes further—it can autonomously use tools, access external data through APIs, and take actions without waiting for instructions. The video clarifies this distinction early because it's fundamental to understanding what you're actually building.

Do I need coding skills to build an AI agent?

The tutorial emphasizes no-code platforms, meaning you don't need programming experience to get started. However, understanding how APIs and tools work will help you design agents that can actually solve problems.

What are schemas and why do they matter?

Schemas function as instruction manuals for APIs. They tell your agent what information it can request, what format to use, and what results to expect. Without proper schemas, your agent won't know how to communicate with external systems.

Can I build conversational agents or do they have to be fully automated?

The video covers both types. Conversational agents interact with users in real time, while automated agents operate independently. Your choice depends on your use case and business model.

How do people actually make money from AI agents?

The tutorial identifies multiple revenue paths: building custom agents for clients, selling pre-built agents as products, or offering agent-building services. The video outlines three primary strategies and discusses how to land your first paying customers.

Key Terms

AI Agent
A software system that can understand goals, use external tools and APIs, and take autonomous actions to accomplish tasks without constant human instruction.
API
An interface that allows your agent to request data from or send instructions to external services and systems.
Schema
A structured description that tells an agent what information it can send to or request from an API and in what format.
No-code platform
A tool for building software applications using visual interfaces and pre-built components instead of writing code.
Conversational agent
An agent designed to interact with users in real-time conversation while using tools and information in the background.

Sources: AI Agent · API · Schema · No-code platform · Conversational agent — definitions cross-referenced with Wikipedia

Justin’s Take

This video delivers genuine value for anyone curious about where AI is heading and how to participate in that shift. The structure moves intelligently from concept to construction to commerce, so you're not just learning theory—you're building a framework for actual business.

The real strength is how the tutorial balances accessibility with depth. You'll understand what an agent is, see it built multiple ways, and know exactly where to start looking for clients. Highly worth your time if you're serious about this space.

👍👍 Great video · 2 out of 2

Justin
Justin

Justin Johnston is the CEO and editor of ExplainedBetter.com, which he founded to turn confusing videos and complicated topics into clear, plain-English guides anyone can follow. He’s also the founder of Helicopterstour.com, built on the same principle — explaining helicopter tours and travel destinations better so readers can plan with confidence.

Video by Liam Ottley on YouTube. If you enjoyed it, please subscribe to their channel and show your support for the great video.

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Description

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"I made a brand new AI Agents course for 2026 👉 https://youtu.be/AYQtRqW1xX4?si=IW4EYwtwULGIK-od"

This full course on AI agents is segmented into three chapters: foundational understanding of AI agents, hands-on tutorials for building various AI use cases, and strategies for monetization. You’ll gain insights into the anatomy of AI agents, practical steps for creating them using no-code platforms, and real-world applications to seize the growing opportunities in AI.

Timestamps:
0:00 - What We’re Covering
2:39 - Why Learn to Build AI Agents?
5:39 - What Are AI Agents?
6:40 - Chatbot or Agent?
8:44 - Anatomy of an AI Agent
12:34 - The Three Ingredients
13:58 - The Web, APIS, and Tools Explained
17:04 - Anatomy of a Tool
18:40 - Schemas: API Instruction Manuals
23:00 - Advanced Tools Use
26:11 - Conversational or Automated Agents
29:23 - Real-World Applications
32:39 - Foundations Summary
35:00 - What We’re Building
38:34 - Build 1
1:11:12 - Build 2
1:47:44 - Build 3
3:01:29 - Build 4
3:35:29 - The Real Opportunity
3:39:47 - Three Ways to Win
3:41:30 - Extending Your Knowledge Gap
3:45:49 - Getting Your First Clients
3:48:46 - Next Steps

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