Small cohort · Online · With hands-on support
Go Beyond the Basics with AI and build real projects from scratch!
Stop just "chatting" with ChatGPT. Learn to use AI as a work system in your performance business: automations, lead qualification, content, and operations that drive real results.
- core modules
- 0
- capstone project of your own
- 0
- optional coding track
- 0
- real case studies
- 0
/01 · the problem
You don't need another tutorial. You need a system.
Most people get stuck at the basics: one-off questions, generic answers, zero process. The result? Hours spent and almost nothing that turns into revenue, saved time, or shipped product.
- 01
You only ask one-off questions
You open ChatGPT, type whatever comes to mind, get a mediocre answer, and conclude that AI "just doesn't work" for your business.
- 02
It never becomes a process
You use AI once a day, no templates, no context, no automation. Tomorrow you start from scratch all over again.
- 03
Afraid of getting it wrong (and of sounding like a robot)
You keep AI out of sales, content, and operations. You stay stuck in tutorial mode while your competitors are out there actually testing.
- 04
Too many tools, zero method
You've tried a bunch of apps, saved prompts in Notion, and you still don't have a single workflow that runs on its own and moves revenue or saves time.
/02 · transformation
What changes when you move past the basics
- Save X hours a week on repetitive tasks (follow-up, triage, drafts, reports)
- Build a funnel that qualifies leads on its own (and only pings you about what deserves attention)
- Deliver client projects and requests X times faster, with consistent quality
- Produce performance content and creatives that don't read like robot copy
- Have a documented AI system in your business (not just loose chats scattered around)
- Walk away with your own capstone project running: from a revenue or time problem to a workflow in production
A method from someone who operates
This isn't slide-deck theory. It's the same reasoning applied across agency work, SaaS, and content, with AI inside the real workflow.
Projects, not endless lessons
Every core module ends in an artifact: an automation, a prompt pack, an AI-powered funnel, media with a process behind it, or the capstone project in production.
gerar.app
How I built gerar.app with real AI: a collection of 18+ free tools, an AI SaaS, and analytics. An example of product and utility, not just chat.
Cooloria
How I built Cooloria: a coloring pages portal with an AI generator and a photo-to-coloring-page flow. Generative AI in service of a clear product.
Pense Mercado
How I built Pense Mercado: financial analysis with an AI assistant and 1,300+ assets. Domain context plus a genuinely useful assistant.
Tobia
How I built Tobia: a multi-tenant white-label CRM with AI-powered support. AI in the sales operation, with humans making the call.
/03 · curriculum
5 core modules, plus a capstone project.
From your first system up and running to your capstone project in production. Every core module ends with something you can use in your business that same week.
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01
From loose chats to your first system in production
Quick win6 topics · tap to expand
- Productive AI vs Instagram demos: what actually changes in a performance business
- A simple map: chat, automation, agents, and when each one matters for revenue
- Minimal setup: accounts, folders, security, and what never to paste into a public prompt
- The one-page operational prompt: role, context, task, format, criteria
- Real case (inspiration): how the "tool that solves one job" logic shows up in gerar.app (a collection of 18+ free tools, an AI SaaS, and analytics)
- Artifact: your first simple automation running (e.g. form or spreadsheet → AI summarizes/classifies → the result comes straight to you)
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02
Business context: AI that knows your offer
Core7 topics · tap to expand
- Why context beats the "magic prompt" when the game is sales and retention
- Documenting your company for AI: offer, ICP, objections, tone of voice, what never to say
- Projects, Custom GPTs / Gems, and lightweight knowledge bases without overengineering
- A reusable prompt library for sales, support, and operations
- Anti-hallucination checklist: quality control before anything reaches a client or an ad
- Real case (inspiration): Pense Mercado (financial analysis with an AI assistant and 1,300+ assets) and the role of context plus domain knowledge
- Artifact: your prompt pack + your business "brain" (a context doc ready to reuse)
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03
Automations that save time and push revenue
Build6 topics · tap to expand
- n8n and Make: when to pick each one in agency and product scenarios
- Real triggers: forms, WhatsApp, spreadsheets, email, webhooks
- Lead comes in → AI qualifies → CRM or spreadsheet updates → you just close
- Human in the loop, retries, and just enough logging to keep the operation from breaking
- Real case (inspiration): Tobia (a multi-tenant white-label CRM with AI-powered support) and the "AI handles the conversation, humans make the call" design
- Artifact: a qualification or follow-up workflow for your funnel, published and tested
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04
Performance content and creatives in your own voice
Growth6 topics · tap to expand
- Angles that convert (not "10 generic tips")
- Reels/Shorts scripts, carousels, and copy in your brand voice
- Ad creatives: brief → generation → variations → testing
- AI image and video: when to use it and when to hire a human
- Real case (inspiration): Cooloria (a coloring pages portal with an AI generator and photo-to-coloring-page) and generative AI with a clear product purpose
- Artifact: a 7-day content pack + creative variations for ad testing
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05
Capstone: a system in your business, in production
Capstone6 topics · tap to expand
- Picking the problem with criteria: more revenue, less time, or higher delivery quality
- Simple architecture: inputs, AI, outputs, a process owner, and the one metric you'll watch
- Guided implementation + quality review (anti-hallucination and brand voice)
- Documentation so you (or your team) can run it the following week
- How I actually build products with AI: gerar.app, Cooloria, Pense Mercado, and Tobia as references for decisions (not templates to copy)
- Artifact: your capstone project published (an automation, an AI-powered funnel, an operational assistant, or a media pack with a workflow behind it)
Optional track: coding and product with AI
For anyone already getting results with the core material who wants to build or accelerate software with AI. The core of the course is business and operations. This track is extra, for those who want it.
- Cursor, Claude Code, and similar tools: a workflow that doesn't hold you hostage to autocomplete
- Spec → plan → implementation → tests with AI in the loop
- Reading, refactoring, and debugging with models (no senior-dev assumptions)
- Real case (inspiration): gerar.app and Tobia as products where AI and software meet
- Artifact (optional): a small feature or prototype from zero to deploy, if it fits where you are right now
Future expansion
- More complex multi-step agents
- RAG and knowledge bases at scale
- Advanced media and product pipelines
/03b · real projects
How I actually built with AI
Case studies from the instructor, used in the course as references for decision-making (not as generic recipes).
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gerar.app
A collection of 18+ free tools, an AI SaaS, and analytics. A reference for utility products with AI built in.
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Cooloria
A coloring pages portal with an AI generator and photo-to-coloring-page. A reference for generative AI with a clear job.
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Pense Mercado
Financial analysis with an AI assistant and 1,300+ assets. A reference for context plus domain.
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Tobia
A multi-tenant white-label CRM with AI-powered support. A reference for AI in operations and sales.
/04 · bonuses
You walk away with more than lessons
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Operational prompt library
An editable pack for sales, support, content, and management, ready to adapt to your business.
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Automation templates
Base workflows in n8n/Make for leads, follow-up, research, and reporting.
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Anti-hallucination checklist
A quality protocol so you never publish nonsense dressed up as fact.
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Community + office hours
A space for questions, project feedback, and live update sessions (tools change, the method stays).
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Optional track: coding with AI
Advanced bonus with Cursor / Claude Code. Kept outside the core so non-coders never get stuck.
/05 · who it's for
Built for people who execute
- Agency owners, paid traffic operators, and performance business owners who want AI in sales and delivery
- Digital entrepreneurs who already use ChatGPT/Claude now and then and want a process, not a loose habit
- Anyone who lives off clients, funnels, and targets, and needs to save time without losing quality
- Partners and small-team leaders who want to standardize how AI is used across the operation
- Performance marketers tired of generic creatives and copy
/05b · not for
Radical honesty
- Anyone looking to "get rich with AI" without executing or measuring anything in the business
- Anyone hunting for a PDF of miracle prompts with no system behind it
- Anyone unwilling to roll up their sleeves and publish a real project during the cohort
- Anyone looking for a coding bootcamp (here the core is business; code is an optional track)
/06 · who's teaching
Rodrigo Favaro
Product Engineer (AI-powered) · Founder of ROO3 · 25+ years on the web · AI in production
Founder of ROO3. Over 25 years building for the web. I use AI every day across agency work, SaaS products, and content: not as a keynote slide, but as working infrastructure. This course is the shortcut I wish I'd had when these tools exploded: method, projects, and judgment.
See the work ↗/07 · faq
Frequently asked questions
No. The core of the course is built for entrepreneurs and performance operations: prompts, context, automations, and content. Coding with AI (Cursor / Claude Code) is an optional track, not a requirement.
The focus is on systems and projects in your business, not prompt tricks. You leave with workflows, templates, and a project of your own up and running, built with the same mindset I use at ROO3 every single day.
Yes. You watch at your own pace. Live sessions and office hours cover what's changing in the tools.
ChatGPT, Claude, Gemini, and automations (n8n/Make) in the core. Image and video generation when it makes sense for your project. Cursor / Claude Code only in the optional track. The method matters more than whatever tool is trending this week.
The first cohort delivers a lean core with a strong capstone project. Some advanced content ships as an optional bonus or future expansion, with full transparency about what's included now and what comes later.
Yes: if within 7 days you decide the course isn't for you, your investment is refunded according to the cohort policy (details at checkout or during the enrollment conversation).
Click "Enroll now" and reach out on WhatsApp. I'll send you the current cohort pricing, available spots, payment options, and next steps.
/08 · the offer
How enrollment works
The first cohort ships a lean core plus one strong capstone project. Advanced topics (complex agents, deep RAG, the product/coding track) come in as optional bonuses or future expansions in upcoming cohorts.
Cohort
Limited-seat cohort
Investment
Current cohort pricing on WhatsApp
7-day guarantee per cohort policy
Included · 5 bonuses
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Operational prompt library
An editable pack for sales, support, content, and management, ready to adapt to your business.
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Automation templates (n8n/Make)
Base workflows for leads, follow-up, research, and reporting.
-
Anti-hallucination checklist
A quality protocol so you never publish nonsense dressed up as fact.
-
Community + office hours
A space for questions, project feedback, and live update sessions (tools change, the method stays).
-
Optional track: coding with AI
Advanced bonus (Cursor / Claude Code and similar) for anyone who wants to build product. Not required for the core.
/09 · next step
Stop just chatting with AI. Start building with it.
Current cohort availability on request. Message me on WhatsApp and I'll send you pricing, dates, and how to lock in your spot.
Recorded lessons + live sessions + community + guided projects