How to Build & Sell AI Agents: Ultimate Beginner’s Guide
At a glance
- Length
- 3 hr 51 min
- Channel
- Liam Ottley
- Video from
- Mar 2025
- Rating
- ⭐⭐ Great video · 2/2
- Best for
- Freelancers and entrepreneurs ready to enter the AI services market
Understanding AI Agents: A Three-Part Learning Path
Liam Ottley's comprehensive guide breaks down the process of building and selling AI agents into a structured curriculum designed for beginners. The video progresses from foundational theory through hands-on construction to real monetization strategies, making it accessible even if you have no prior experience with AI development.
The course is organized to first establish what AI agents actually are and how they differ from simpler chatbots, then move into practical building exercises using no-code platforms, and finally explore business opportunities in this emerging field. This layered approach ensures viewers understand the mechanics before attempting to build, and understand the value proposition before trying to sell.
Key Strengths of This AI Agent Building Guide
- Distinguishes clearly between chatbots and agents early on, setting realistic expectations about what agents can do
- Breaks down the technical anatomy of agents into digestible components—tools, schemas, APIs, and web integration—without requiring coding knowledge
- Includes four separate hands-on build projects at increasing complexity, giving viewers multiple chances to practice
- Dedicates substantial time to the business side, covering client acquisition and positioning rather than just technical skills
- Covers both conversational agents (that respond to user input) and automated agents (that operate independently), expanding the range of use cases
- Provides real-world applications throughout to connect abstract concepts to practical problems

Who Should Watch This AI Agent Course
This guide suits aspiring AI entrepreneurs, freelancers looking to add AI services to their business, and business owners wanting to understand what agents can solve for them. If you're curious about AI but intimidated by coding, or if you want to position yourself as an AI service provider before the market becomes oversaturated, this course directly addresses both paths.
The material works best for people ready to invest several hours upfront—the video spans multiple chapters with four separate builds—and who learn by doing rather than by theory alone. It's less suited for those seeking quick shortcuts or surface-level familiarity; this is a working curriculum.
Common Questions About Building and Selling AI Agents
What's the difference between a chatbot and an AI agent?
The video establishes this distinction early: a chatbot typically responds to user prompts in conversation, while an agent can take autonomous actions, access external tools, retrieve real-time data, and operate without constant human input. Agents are more complex but also more powerful for specific business problems.
Do I need to know how to code to build AI agents?
No. The tutorial uses no-code platforms, meaning you assemble and configure agents through visual interfaces rather than writing code. Understanding the concepts—how tools work, what schemas are, how APIs connect—matters more than programming ability.
What are schemas and APIs, and why do they matter?
Schemas are essentially instruction manuals that tell an agent how to use a specific tool or service. APIs are the connections that let agents pull data from or push commands to external platforms and websites. Together, they give agents the ability to do real work beyond conversation.
Can I actually make money selling AI agents?
Yes, but the video emphasizes that opportunity exists in solving specific business problems, not in building generic agents. The business section outlines three main strategies for winning in this space and explains how to find clients with genuine needs rather than competing on price.
How do I get my first clients?
The video includes a dedicated section on client acquisition, covering positioning and outreach. The general principle is moving beyond simply offering "AI services" to identifying high-impact opportunities in specific industries or business functions where agents solve real cost or efficiency problems.
The anatomy section is worth jumping to if you're still unclear on how agents actually function. The video methodically walks through the working parts of an agent so you understand what each component does and how they fit together—this foundation makes everything that follows click into place.

Key Terms
- AI Agent
- A system that can understand instructions, access external tools and data, make decisions, and take autonomous actions to complete tasks.
- Schema
- A structured description that tells an agent how to use a specific tool, including what inputs it accepts and what outputs it produces.
- API
- A connection point that allows an agent to retrieve data from or send commands to external websites and services in real time.
- No-code platform
- Software that lets you build agents by configuring and connecting pre-built components through a visual interface instead of writing code.
- Conversational agent
- An agent designed to interact with users through dialogue, responding to questions and requests in real time.
- Automated agent
- An agent that operates independently on a schedule or trigger, taking actions without waiting for user input.
Sources: AI Agent · Schema · API · No-code platform · Conversational agent · Automated agent — definitions cross-referenced with Wikipedia
Video by Liam Ottley on YouTube. If you enjoyed it, please subscribe to their channel and show your support for the great video.
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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