Session Overview
This session was a live build from scratch. Mat walked through using a chain of four specialist AI agents to take a business idea from rough concept to initial brand, ICP, competitor research, and unique value proposition — all in under an hour. The working example throughout was Mat's own fitness tracking app.
What was covered
- The four-agent pipeline and how each feeds the next
- Brand consistency and why it matters early
- Deep research for competitor analysis
- NotebookLM for aggregating and querying research
- Bolt and Replit for rapid prototyping
- Crafting a unique value proposition with AI
What you can now do
- Build and run the four-agent pipeline
- Do real competitor research using AI tools
- Create initial brand guidelines and logo concepts
- Use NotebookLM to query research reliably
- Draft your first USP grounded in actual data
100 people paying £30 a month is £3,000 a month. You do not need to change the world to build something genuinely valuable. Start there.
The Four-Agent Pipeline
Instead of one AI doing everything, build four specialists. Each does one job well. The output of each feeds the next.
Prompt Writing Agent
Writes high-quality prompts for you. Every time you need to create a new agent or brief an AI on a specific goal, come here first. No more guessing what to say.
Business Mentor Agent
Shapes and stress-tests your business idea. Challenges assumptions, asks hard questions, and helps coax out what you actually want to build. Prompt it to be brutally honest.
Brand Director Agent
Takes your business concept and turns it into brand foundations — tone of voice, visual direction, logo concepts, colour palette. This replaces thousands of pounds of early-stage design work.
ICP Agent
Lets you have a conversation with your ideal customer. Test your messaging, validate ideas, and understand objections before you spend a penny on marketing or development.
Gems on Gemini | Projects on Claude | Agents on Copilot. Same concept, different labels.
Key Takeaways
- Start with specialists, not generalists — four focused agents beat one vague conversation every time
- Feed each agent the output of the last — the pipeline compounds in quality as you go
- AI is a people pleaser by default — push back, ask for brutal honesty, and prompt it to challenge your assumptions
- Brand consistency matters early — even as a solo founder, inconsistent messaging confuses your audience
- Deep research tools are genuinely powerful for competitor analysis — use Gemini Deep Research or GPT Agent Mode
- NotebookLM is the best place to aggregate all your research — it cites sources and reduces hallucination
- AI has made getting started dramatically cheaper — brand, research, and a working website prototype in an hour used to cost thousands
- The one thing AI cannot do for you: build relationships. That part is yours.
Tools Covered Today
| Tool | What It Does | Best For |
|---|---|---|
| Gemini (Google) | Multimodal AI — text, images, deep research, Gems (custom agents) | Image/logo generation, deep research, building agents |
| GPT (OpenAI) | Multimodal AI with Agent Mode — opens a real browser for research | Competitor research with real citations, agent mode tasks |
| Copilot (Microsoft) | GPT + Claude inside M365 — integrates with Outlook, Teams, Excel | Business users with Microsoft 365 licences |
| Perplexity | Search-first AI — real-time web results with citations | Quick competitor research with verified sources |
| NotebookLM (Google) | Research aggregator — query multiple uploaded sources, cites directly | Pulling research together, reducing hallucination risk |
| Bolt / Replit | AI development platforms for building apps and websites fast | Turning your brand and idea into a working prototype |
| Flycut / Clipboard History | Clipboard manager — stores multiple copied items for quick recall | Working faster across multiple AI tabs and tools |
Turn on clipboard history now. On Windows: Settings → System → Clipboard → Clipboard history. On Mac: install Flycut (free). Small change, significant daily time saving.
Ready-to-Use Prompt Templates
These are the core prompts used in today's session. Replace anything in [brackets] with your specifics.
Competitor Research Brief
Use with Gemini Deep Research or GPT Agent Mode:
USP Development
Use with your Business Mentor Agent once you have competitor research:
Agent Instruction Builder
Use with your Prompt Writing Agent to create any new agent:
Force Honest Feedback
Add this to any conversation where you want the AI to push back:
Watch Out — AI Limitations
| Issue | What to do about it |
|---|---|
| AI is a people pleaser | Explicitly prompt it to challenge you. Say: "Be brutally honest. Tell me what is wrong with this idea." |
| Hallucinated sources | Gemini Deep Research cites inline. GPT Agent Mode opens a real browser. Always verify before presenting anything as fact. |
| Fake competitor data | Cross-check that any company the AI names actually exists. Visit their website. Do not take competitor descriptions at face value. |
| Vague agents, vague output | Be specific in your agent instructions. Define what it does, what it never does, the tone, and how it structures responses. |
| Context degrades in long chats | Use separate conversations for each distinct task. Do not mix your brand session and research session in one thread. |
| Knowledge cutoff | For current competitor data and market sizing, use deep research tools or agent mode — not standard chat. |
Try This Today
Start here — in this order
- Build your Prompt Writing Agent — this is the foundation. Everything else becomes easier when this is set up.
- Have a proper conversation with the Business Mentor Agent about your idea — not one message, a real back-and-forth. Let it challenge you.
- Run a deep research session on your competitors — use Gemini Deep Research or GPT Agent Mode. Paste your brand guidelines in with the prompt.
- Take all your research into NotebookLM — add the documents, then ask it how you can differentiate yourself. Read the sources it cites.
- Turn on your clipboard manager — Flycut on Mac, or Clipboard History in Windows Settings. Small change, noticeable difference.
Your Action Checklist
- Build the Prompt Writing Agent on your preferred platform
- Build the Business Mentor Agent — have a full conversation about your idea
- Build the Brand Director Agent — get initial brand guidelines and logo concepts
- Run a deep research session on your competitors (Gemini or GPT Agent Mode)
- Add your research to NotebookLM and query it for differentiation ideas
- Draft your first version of your USP — share it with the ICP Agent for feedback
- Try Bolt or Replit with your brand guidelines to see what a prototype could look like
- Turn on clipboard history (Flycut on Mac / Clipboard History in Windows Settings)
The membership platform goes live next month and will include tutorials, templates, and ongoing resources from The AI Guys. Watch out for the link.