The Biggest Illusion of Vibe Coding Is Thinking It Has a Real Moat

The Biggest Illusion of Vibe Coding Is Thinking It Has a Real Moat

Interview with Maor Shlomo — Founder of Base44

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> "What’s the biggest delusion among cutting-edge AI startups today?"

> "Thinking they actually have a moat."

> — Maor Shlomo, founder of Base44

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Background — From Launch to $80M Acquisition

In June 2024, the Vibe Coding product Base44 was acquired by Israeli internet giant Wix for $80 million.

Base44’s trajectory:

  • 8 people, no external funding
  • Launched in less than six months
  • Grew from zero → 250,000 users
  • Hit $1M ARR in just three weeks

Post‑acquisition (Shlomo still leads product development), one key reflection is:

> Vibe Coding tools are easy to copy; the “technology moat” is minimal.

> Once giants like Google enter, startups face extreme difficulty in competing.

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01 — Vibe Coding Is Easy to Copy, the Real Moat Is Vertical Integration

Q: If Vibe Coding products have no moat, what’s Base44’s barrier?

A:

  • Building a simple front‑end generator with API hooks is now trivial.
  • Building a full‑stack, commerce‑ready SaaS that can withstand complex business scenarios is extremely hard.
  • On Base44, some projects exceed millions of lines of code.
  • Real‑world apps evolve over hundreds or thousands of prompts — not one‑line hype demos.

The true moat:

  • Helping users bridge the “last mile” — deep integration, heavy infrastructure.
  • Giving LLMs access to:
  • Databases
  • User management
  • Built‑in integrations
  • Scheduled tasks
  • Essentially building a mini cloud.

> Summary: Commoditized → Landing pages & front‑ends.

> Valuable → Organizational apps, complex full‑stack tools.

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02 — Technology Moat Barely Exists, Giants Are the Real Threat

Three market segments ahead (3–5 years):

  • Platforms like Base44, Lovable, Replit
  • Giants (Figma, Cloudflare, Atlassian, Salesforce) adding AI into existing stacks
  • Consumers tools (Canva) & pro‑dev utilities (Cognition, Cursor)

Competitive Tension

  • Up‑market vs down‑market positioning.
  • Giants could bundle Vibe Coding directly into their ecosystems.

Example:

Monday.com’s “Vibe” runs on their own infra — software liquefaction.

Google’s Gemini could combine AI + Google Cloud + Workspace into a dominant full stack.

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AI Content Parallel — AiToEarn Example

In AI content creation, vertical integration also matters.

AiToEarn offers:

  • Open‑source, global content monetization
  • Simultaneous publishing to Douyin, Kwai, WeChat, Bilibili, Xiaohongshu, Facebook, Instagram, LinkedIn, Threads, YouTube, Pinterest, X (Twitter)
  • Integrated creation tools, analytics, AI model ranking: rank.aitoearn.ai

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03 — Liquid Software & Vibe Coding Eating Traditional SaaS

Prediction:

  • Future: software will be malleable, customizable via Vibe Coding.
  • Templates / open‑source + LLM feature injection.
  • Enterprises will shift slowly; SMBs will move quickly.
  • Buyers gain:
  • Own code & data
  • Avoid bloat
  • No vendor lock‑in

Ten years ahead:

  • Vendors that send teams for manual setup may disappear.
  • Small CRM providers without a moat will vanish.

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04 — Growth Is Core, Margins Secondary

Ev Randall (Benchmark) suggests focusing on total revenue per customer, not margin.

Shlomo agrees — in an expanding market:

  • Capture max users first
  • Margins will improve via intelligent routing to cheaper models when possible
  • Example: small prompts → small/open models; complex bugs → GPT‑5 or Sonnet

> Moat Strategy: Invest in hard‑to‑copy infrastructure — e.g., Base44 runs on its own backend, not Supabase or Neon.

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05 — Selling to Wix Tripled Success Odds

Decision crossroads:

  • Bootstrap & risk defeat by better-funded competitors
  • Raise huge capital to scale
  • Join a well‑matched “parent” (Wix) and leverage resources

Why Wix?

  • Shared target audience & product ethos
  • Strongest marketing team Shlomo had seen
  • Deal structure preserved Base44’s agility while using Wix’s ops, legal, and support.

Outcome:

  • Revenue benefits post‑sale
  • Align with belief that Vibe Coding will subsume categories like CRM, PM tools.

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06 — Invest in Vertically Integrated, "Unsexy" Industries

Investor focus:

  • $10M ARR in first year is now common.
  • Prioritize:
  • Business health
  • Resistance to displacement by model providers
  • Vertical integration

Smart money:

  • Build end‑to‑end businesses in sectors like finance, F&B, healthcare.
  • Example: own & run an AI‑optimized law firm/hospital instead of selling SaaS to them.

Avoid:

  • Pure Agent startups — easily replaced by features in core AI models.

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Final Takeaways

  • Market shift: more users prefer no‑code prompt→result flows.
  • Valuation insight: Cognition offers more growth room compared to Cursor.
  • Bubble fears? Shlomo sees continued runway — efficiency gains are just starting.
  • Adaptation speed: Launch, iterate, and place bets on deeply integrated, hard‑to‑copy features.

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AiToEarn官网 is an open-source global AI content monetization ecosystem.

It provides:

  • AI content generation tools
  • Multi-platform publishing (Douyin to YouTube)
  • Analytics & AI model ranking (AI模型排名)
  • Sustainable workflows for creators in the AI-powered economy

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Edited for clarity & structure — original interview text preserved in meaning and detail.

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