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Stop Vibe Coding. Start Getting Customers.
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Stop Vibe Coding. Start Getting Customers.

How to Build Anything with AI: The Importance of Distribution

Introduction to Building with AI

  • The discussion focuses on building software using AI and emphasizes the critical need for effective distribution strategies to attract customers.
  • By the end of the episode, listeners will learn seven actionable frameworks and ideas that can help in establishing a successful software or SaaS company.

The Shift in Hierarchy within Tech

  • A significant shift has occurred in Silicon Valley's hierarchy; previously, engineers were at the top, but now those who understand distribution are becoming more valuable.
  • Marketing professionals, once considered less important, are now gaining prominence due to their ability to drive customer acquisition through effective distribution strategies.

Understanding Distribution

  • Many founders lack knowledge about distribution, branding, advertising, and content creation—key areas that can provide a competitive edge.
  • An example is given of Peter Levels, who generates substantial revenue as a one-person business by leveraging his audience and strong SEO practices.

Common Pitfalls for Founders

  • Founders often fall into the trap of focusing solely on product development without considering how to market it effectively.
  • Successful builders prioritize audience engagement first; they build an initial following before creating products tailored to their needs.

Effective Strategies for Audience Engagement

  • Strategy one involves utilizing an MCP (Multi-channel Platform) server as a sales team. This approach allows users to discover products through AI interactions without incurring customer acquisition costs (CAC).
  • Examples include using plugins in OpenAI where users can interact with applications like Google Drive via an MCP server.

Getting Started with MCP Servers

  • Building an MCP server presents opportunities similar to early mobile app development; it's essential for certain businesses looking to leverage LLM connections.
  • To begin this week: identify what question your product answers as a foundational step towards developing your offering.

Building an MCP Server and Programmatic SEO Strategies

Strategy 1: Building an MCP Server

  • The goal is to create an MCP server that can return data efficiently, with a realistic coding timeframe of 24 hours or less.
  • Once developed, the server should be published to various MCP registries such as Smithery, MCPT, and Open Tools.
  • Every AI assistant connected to your server will work continuously to generate sales for you.

Strategy 2: Programmatic SEO

  • This strategy focuses on creating 10,000 SEO pages within 48 hours by identifying keyword patterns like "Best X for Y" (e.g., "Best CRM for Dentists").
  • Utilize tools like Firecrawl to scrape and obtain clean structured data that adds value to your pages.
  • Implement a page template using frameworks like Next.js and incorporate AI-generated content while ensuring quality control so it doesn't feel automated.
  • The potential outcome from this approach could yield significant traffic; for instance, if each page receives just 30 visits monthly, it could lead to $60,000 in revenue based on conversions.
  • Start by selecting a keyword pattern and building a dataset. Use AI for unique content generation per page while considering human oversight for quality assurance.

Scaling Up Your Efforts

  • Publish an MVP of around 100 pages initially and monitor their indexation before scaling further.
  • This method is applicable across various business models including services, SaaS products, apps, or agencies.

Strategy 3: Creating Free Tools as Marketing Funnels

  • Develop free tools that serve as marketing funnels; examples include backlink checkers similar to those offered by Hrefs.
  • Users gain immediate value from these tools which encourages sharing their results—this creates organic viral loops through social proof and backlinks.
  • Collect user data (like emails or phone numbers), which helps in upselling paid products after providing initial free value.
  • With advancements in cloud code technology, building these tools has become significantly easier and faster than before.
  • Aim to create one free tool weekly; leverage LLM (Large Language Model)-based assistance for brainstorming ideas related to your projects.

10 Ideas for Free Tools to Enhance Your Marketing Funnel

Generating Tool Ideas

  • Suggestion to create a list of 10 free tools that can serve as top-of-the-funnel marketing assets, emphasizing audience engagement in the selection process.
  • Importance of prioritizing the most effective tools based on audience feedback and interest.

The Concept of a Free Tool Calendar

  • Introduction of the idea that while content calendars are common, a "free tool calendar" is often overlooked as a strategic marketing asset.
  • Assertion that tools themselves can be powerful marketing instruments, with an emphasis on their potential effectiveness.

Understanding Answer Engine Optimization (AEO)

Transition from SEO to AEO

  • Discussion on the evolution from traditional SEO practices like keyword stuffing and backlink building to AEO, which focuses on being cited by AI platforms.
  • Noting the decline in traditional SEO effectiveness and the rise of zero-click searches, indicating a shift in how users find information online.

Strategies for Implementing AEO

  • Highlighting significant increases in AI referrals for businesses, suggesting that optimizing for AEO could yield substantial benefits.
  • Step-by-step guide:
  • Step 1: Research top questions your customers ask.
  • Step 2: Provide clear, structured answers.
  • Step 3: Incorporate schema markup and FAQ blocks.
  • Step 4: Publish content on authoritative domains or build authority over time.

Creating Shareable Outputs

The Power of Shareable Content

  • Emphasis on creating outputs that users want to share, using examples like Spotify Wrapped which generates massive user engagement every December.
  • Encouragement to identify what aspects of your product users would want to showcase or brag about.

Steps to Develop Shareable Artifacts

  • Outline steps for creating shareable milestones:
  • Step 1: Identify key outputs or milestones worth sharing.
  • Step 2: Design these artifacts attractively and ensure branding is subtle yet present.
  • Step 3: Include share buttons pre-filled with relevant content for easy distribution.

B2B Considerations for Shareability

  • Addressing concerns about whether these strategies apply in B2B contexts; affirming that B2B audiences also seek shareable moments within professional networks like Slack or Microsoft Teams.

Growth Strategies for Building an Audience

Strategy 5: Acquiring a Niche Newsletter

  • The speaker emphasizes the importance of building an audience, noting that it often takes years and consistent daily content to achieve this.
  • Instead of starting from scratch, consider acquiring a niche newsletter. This can save time and effort while providing immediate access to an established audience.
  • A niche newsletter with around 10,000 subscribers can be purchased for $5,000 to $20,000, allowing you to inherit trust and plug in your product right away.
  • To find potential newsletters for acquisition, visit sites like deuce.com or search on platforms like Twitter or Substack within your target niche.
  • Many smaller newsletters may not be monetizing effectively and could be open to selling for a fair price, giving you direct access to your desired audience.

Strategy 6: Leveraging AI for Content Repurposing

  • The final strategy involves creating a central piece of content (e.g., podcast episode or blog post) that can be repurposed into multiple formats using AI tools.
  • One piece of content can generate various outputs such as tweets, LinkedIn posts, short videos, and newsletters through AI automation.
  • Tools like OpenAI's Claude or other creative LLMs can help automate the creation of diverse content types from the original material.
  • Start by recording a 30-minute piece of content; this is often easier than writing lengthy essays and provides raw material for repurposing.
  • Consistent weekly output using these strategies could lead to more content than competitors within three months due to increased touchpoints across platforms.

Conclusion: Embracing New Growth Tactics

  • The speaker concludes by highlighting that many businesses are not utilizing these growth strategies effectively.
  • They stress the importance of having numerous attempts ("shots on net") rather than focusing solely on follower count.

Distribution as the New Moat

Importance of Distribution in Business

  • The speaker emphasizes that distribution is the most critical aspect of business success, referring to it as the "new moat."
  • They argue that while product development is essential, it has become commoditized, making distribution a scarce and valuable asset.

Seven Distribution Weapons

  • The speaker introduces seven strategies for effective distribution:
  • MCP (Minimum Viable Product): Focus on creating a basic version of your product.
  • AI Selling: Utilize AI tools to automate sales processes.
  • Programmatic SEO: Generate thousands of web pages quickly to enhance visibility.
  • Free Tools: Use free tools as marketing instruments to attract users.
  • Answer Engine Optimization: Position yourself as a go-to source for information using AI.
  • Viral Artifacts: Create shareable content to increase reach and engagement.
  • Newsletter Acquisition: Buy or develop newsletters to build an audience.

Actionable Steps for Growth

  • The speaker encourages listeners to select two out of the seven strategies and implement them immediately, stressing the importance of taking action rather than just coding without purpose.
  • They highlight the goal of gaining customers and generating revenue, which can then be reinvested into further growth.

Commitment to Support

  • The speaker expresses their willingness to provide more insights and strategies in future discussions, aiming to help entrepreneurs succeed with actionable ideas and growth tactics.
Video description

I break down the seven distribution strategies every vibe coder and builder needs to actually get customers. With 200,000 new projects launching daily on platforms like Lovable, the real bottleneck is distribution and I believe the wealthiest people over the next decade will be marketers, because code is now commoditized. I walk through each strategy with step-by-step instructions you can start this week, from MCP servers and programmatic SEO to acquiring newsletters and building AI repurposing engines. Timestamps 00:00 – Intro 01:07 – The Great Flip: Distribution Over Engineering 03:08 – The Build-First Trap 04:18 – Strategy 1: MCP Servers as Your Sales Team 06:49 – Strategy 2: Programmatic SEO (10,000 Pages) 10:09 – Strategy 3: Free Tool as Top of Funnel 13:03 – Strategy 4: Answer Engine Optimization (AEO) 15:48 – Strategy 5: Viral Artifacts (Make Outputs Shareable) 18:56 – Strategy 6: Buy a Niche Newsletter 21:40 – Strategy 7: AI Content Repurposing Engine 25:13 – Final Takeaways Key Points * Distribution is the new moat — AI can build the product, but it can't build your audience or brand. * Building an MCP server in 2026 is like building for mobile in 2010; early movers will own AI-native distribution channels. * Programmatic SEO can scale to 300,000 monthly visitors if you create 10,000 quality pages that each pull just 30 visits a month. * Free tools act as always-on marketing: you can vibe code one in a day, ship it by lunch, and it markets itself forever. * Answer engine optimization (AEO) is where SEO was in 2010 — Peter Levels saw AI referrals jump from 4% to 20% in one month. * You can buy a 10,000-subscriber niche newsletter for $5,000–$20,000 and inherit a direct channel to your exact audience on day one. Numbered Section Summaries Strategy 1 — MCP Servers as Your AI Sales Team I walk through how building an MCP server lets AI assistants like Claude and ChatGPT discover and serve your product automatically — zero customer acquisition cost. A friend in fintech got 150+ installations in 30 days with $0 ad spend. I share the steps: identify the question your product answers, build the MCP server in under 24 hours, and publish to registries like Smithery, MCPT, and OpenTools. Strategy 2 — Programmatic SEO at Scale I lay out the math: 10,000 pages × 30 visits each = 300,000 monthly visitors; at a 2% conversion rate and $10 per conversion, that's $60,000/month from pages you build once. The process starts with a keyword pattern like "best X for Y," structured data via tools like Firecrawl, a Next.js page template, and AI-generated content — with a human in the loop to keep quality high. I recommend publishing 100 pages as an MVP before scaling. Strategies 3 & 4 — Free Tools and Answer Engine Optimization I cover the free-tool-as-marketing playbook (using Ahrefs' backlink checker as the classic example) and explain why AI makes it possible to ship a free tool every week. Then I introduce answer engine optimization — getting cited by ChatGPT and Perplexity through structured FAQ content, schema markup, and comparison tables. I lay out how to Google the top 20 questions your customer asks and write definitive, citation-worthy answers for each. Strategy 5 — Viral Artifacts (Make Your Output Shareable) I break down why Spotify Wrapped gets 100 million shares every December and how you can apply the same psychology: identify what your user wants to brag about and make that artifact beautiful, branded, and easy to share. I point to GitHub's contribution graph, Stripe Atlas incorporation milestones, and Duolingo streaks as examples. This works in B2B too — people share within Slack and Teams all the time. Strategy 6 — AI Content Repurposing Engine I explain the "one pillar, many channels" approach: record one 30-minute piece of content (podcast, video, or voice memo), then use AI to turn it into 5–10 tweets, 3–5 LinkedIn posts, 2–3 short-form videos, a newsletter, a blog post, and 5–10 quote graphics. I recommend starting by just recording and transcribing, then feeding that into Claude. If you do this every week, in three months you'll have more content than your competitors. The #1 tool to find startup ideas/trends - https://www.ideabrowser.com/ LCA helps Fortune 500s and fast-growing startups build their future - from Warner Music to Fortnite to Dropbox. We turn 'what if' into reality with AI, apps, and next-gen products https://latecheckout.agency/ The Vibe Marketer - Resources for people into vibe marketing/marketing with AI: https://www.thevibemarketer.com/ FIND ME ON SOCIAL X/Twitter: https://twitter.com/gregisenberg Instagram: https://instagram.com/gregisenberg/ LinkedIn: https://www.linkedin.com/in/gisenberg/