Most AI education either teaches you to prompt a tool, or teaches you to build one. This teaches something else: how to turn AI-generated image/video/audio — or a tool you build yourself with a coding agent — into an actual, priced, sellable service or product. Every module ends with pricing, positioning, and where to find your first client — not just "how it works."

Star this repo to bookmark it — new tracks and modules ship regularly.

Why this exists

Paid communities teaching this (Skool/Whop-style, $47–$97/mo) already cluster around exactly these niches — the demand is proven. What's missing is a version that's free, that cites real numbers instead of vague income claims, and that treats "how do I actually get paid for this" as the main subject instead of an afterthought bolted onto a tool tutorial.

Table of contents

Tracks

15 independent tracks — pick whichever matches the business you want to build, in any order. Numbered by demand evidence and coverage breadth, not by difficulty or prerequisite order. See ROADMAP.md for full module-by-module status.

# Track What you build Modules Status
1 AI Video Ads & UGC Sellable UGC-style ad batches for real brands 5 ✅ Live
2 AI Filmmaking Short films, trailers, music videos 5 ✅ Live
3 Faceless AI Channels A YouTube/TikTok channel with no camera 5 ✅ Live
4 AI Content Factories Idea → script → video → publish, at volume 6 ✅ Live
5 AI Avatars & Influencers A consistent AI character as a business 5 ✅ Live
6 AI Audio & Music Voice cloning, dubbing, podcasts, music 5 ✅ Live
7 AI Product Photography Studio-quality product shots, no photographer 4 ✅ Live
8 AI Fashion & Virtual Try-On Garment try-on for fashion e-commerce 4 ✅ Live
9 AI Real Estate Staging Empty room → staged listing photo 3 ⬜ Coming soon
10 AI Headshots & Portraits Consistent professional headshots 2 ⬜ Coming soon
11 AI Print-on-Demand & Merch Sellable AI art on merch, no client needed 4 ⬜ Coming soon
12 AI Stock Content & Licensing A licensable stock catalog, sold repeatedly 3 ⬜ Coming soon
13 AI Tools Mastery Which model for which outcome — a buyer's guide 4 ⬜ Coming soon
14 AI Freelancing & Agency Business Pricing, contracts, clients, scaling a team 5 ⬜ Coming soon
15 AI Agents & Vibe-Coding for Creators Sellable micro-tools, no CS degree needed 4 ⬜ Coming soon

Start here

Track 1: AI Video Ads & UGC is the only fully-written track today — it's the proof-of-format pilot every other track will follow.

# Module
1 How AI UGC Actually Works
2 Character & Face Consistency
3 Building a 10-Ad Batch
4 Pricing & Selling UGC Ads
5 Case Study Teardown

What a module actually looks like

An excerpt from Track 1, so you know what you're getting before you click in.

From Module 1 — the script structure Do It

Hook (0-2 sec)
[A question, bold claim, or visual
surprise that stops the scroll]

Problem / Pitch (2-15 sec)
[What problem does the viewer have,
said like you'd tell a friend]

Proof / Demo (15-25 sec)
Call to Action (25-30 sec)

From Module 4 — real pricing ranges Launch It

Stage Price
Gig-level, per ad $10–$55
Project batch (5-8 ads) $150–$300
Agency retainer $1,500–$3,000/mo

Anchored to documented freelance-marketplace and agency-retainer ranges — not invented.

The shape of a module

Every module in every track follows the same structure, so you always know what you're getting:

Problem → Concept → Do It → Compare Tools → Launch It → Exercises
  • Problem / Concept — the real pain this solves, and the mental model behind it, before any steps.
  • Do It — the actual step-by-step workflow.
  • Compare Tools — the honest tradeoff between API-based generation, other paid tools, and local/self-hosted models — never just "APIs are easier."
  • Launch It — pricing, positioning, and where to find your first client. This is the part most tutorials skip, and the reason this curriculum exists.
  • Templates — a reusable artifact (a script template, a pricing sheet, an outreach message) saved in the track's shared templates/ folder.

See LESSON_TEMPLATE.md for the full template used to write every module.

Getting started

Read online. Browse a track under tracks/ — start with Track 1.

Clone and go:

git clone https://github.com/Anil-matcha/ai-creator-academy.git
cd ai-creator-academy
open tracks/01-ai-video-ads-ugc/01-how-ugc-works.md

Prerequisites

  • No coding required.
  • Either an API key for a generative media provider (any provider works — muapi.ai is used as the reference throughout, since it aggregates 500+ models under one API), or a local/self-hosted setup (e.g. ComfyUI) for the modules that support it — every module's "Compare Tools" section covers both paths.
  • Curiosity about running this as an actual service, not just a hobby.

FAQ

Do I need to know how to code? No. Every module is written for creators and freelancers — the only technical step in most modules is calling a generation API or using a tool's UI. If you want to go further, Track 15 covers using coding agents to build your own tools — no prior programming background required there either.

Do I have to use muapi.ai? No — any generative media provider works. muapi.ai is used as the reference implementation throughout because it aggregates many models behind one API, but the underlying technique in each module isn't provider-specific.

Is there a local/free-to-run option, or do I need to pay for API credits? Both are covered. Every module's "Compare Tools" section shows the API path alongside a local/self-hosted path (e.g. ComfyUI) where one realistically exists, with an honest cost/speed/quality tradeoff.

Why isn't [track/niche] covered yet? Only Track 1 is fully written so far — it's the pilot proving the format before the rest get written. See ROADMAP.md for what's planned, and CONTRIBUTING.md if you want to help write one.

Contributing

Contributions of new modules, fixes to existing ones, or new tracks are welcome — see CONTRIBUTING.md.

License

MIT — see LICENSE.