The Biggest Illusion of Vibe Coding Is Thinking It Has a Real Moat
Interview with Maor Shlomo — Founder of Base44

> "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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Related Resource: AiToEarn
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.