Business :: Ideas :: Inspiration :: How to build a $1M+ startup using AI
⪼ Made with 💜 by Polyglot.
This episode is a tutorial and demo-style podcast with the intent to educate and inspire solopreneurs, founders, and AI-curious builders. Greg Eisenberg walks Sam Parr through a complete AI-native startup workflow—replacing roles like developer, designer, marketer, and product manager using modern AI agents and tools. The episode showcases how to build, test, launch, and even market a software product in a weekend using tools like IdeaBrowser, Manis, Bolt.new, Lindy, and more—no code required, just AI fluency.
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Big Goal: Replace an entire startup team with AI agents—from ideation to customer acquisition.
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Step 1: Find the Idea
- Use IdeaBrowser.com to surface trend-driven, AI-generated startup ideas.
- Each idea includes name, opportunity score, pricing strategy, go-to-market plan, and founder-fit assessment.
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Step 2: Sketch the Product
- Use TLDraw (a FigJam competitor) to diagram your product logic.
- Images improve output when used with LLM prompts.
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Step 3: Scope the MVP
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Use Manis, an AI agent that acts like a product manager.
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Upload context (text, images, PDFs) and get:
- A structured product roadmap
- Quiz question drafts
- Prompt templates for building/testing
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Step 4: Build the Frontend
- Use Bolt.new (or Lovable) to generate complete landing pages and web apps from longform prompts.
- Example: LLMBoost.com quiz site was built in ~30 mins.
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Step 5: Automate Customer Acquisition (Vibe Marketing)
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Use Lindy.ai to build auto-prospecting workflows:
- Scrape likes/comments from LinkedIn and Twitter
- Score leads based on activity
- Trigger automated, personalized emails via Slack emoji reactions
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Step 6: Close Sales with AI Agents
- Set up AI email negotiators to respond to pricing requests.
- Pulls policy from Notion/Docs and applies preset logic.
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Bonus: Build Feedback Loops
- Use Twilio + Claude to set up a 1-800 feedback hotline.
- Summarize transcripts, store in Airtable, notify team via Slack.
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Key AI Tools Mentioned
- IdeaBrowser – daily AI-powered idea generator
- Manis – project-planning AI PM
- Bolt.new / Lovable – UI/UX co-pilot for non-technical builders
- Lindy.ai / Gumloop / N8N – workflow automation platforms
- WhisperFlow – voice-to-text for prompts
- Superbase – database to store quiz and customer data
- Stripe – payments integration
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Greg’s Rule of Thumb:
- Most "AI-native" businesses start as service businesses
- Use AI to increase margins and automate delivery
- Convert service → software once revenue is stable
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Meta Insight:
- Asking the LLM what prompt to use is one of the most powerful tricks.
- Build using AI not just for output—but for strategy and prompt engineering itself.
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Mindset Takeaway:
- You can't outsource this. The real unfair advantage is knowing how to use these tools.
- Learning and building publicly keeps you sharp and discoverable.