Vibe coding makes software fast and cheap, so the code itself is commoditized (standard & similar).
Success depends on marketing, finding an audience, and solving real problems in a niche you deeply understand.
Solve "boring" B2B problems
Profit comes from automating repetitive, high-friction tasks for specific industries (law firms, construction, local businesses).
Avoid generic AI wrappers, basic consumer apps, or "chat with your documents" tools that lack a defensible moat (KH: Avoid if you want to get rich from it, but a client may need it).
Start with services, not SaaS
The fastest path is offering AI-assisted development or automation as a service to businesses.
Compressing weeks of work into days lets you charge premium flat fees with massive margins—no thousands of users needed.
KH: You can upgrade to SaaS with proof of concept.
AI is a lever, not a replacement
Vibe coding doesn't run a business; it's a timeline compressor that cuts build time and overhead. (KH: multi-million dollar AI-agent assisted one-person businesses do exist.)
You still manage clients, design workflows, and provide the human judgment that delivers real value.
Maintenance & security are the new bottlenecks
Shipping an MVP is easy; keeping it running as dependencies shift is the hard part.
Rapidly generated code often hides messy logic and security vulnerabilities.
This creates a lucrative consulting niche: securing, auditing, and refactoring AI-generated apps.
KH: Several case study businesses are true coders to fix AI slop.
Selling to other builders pays
In a gold rush, the "picks and shovels" sellers are the clearest winners.
Sell digital assets, templates, boilerplates, or genuine educational content to builders who want to skip setup.
Beware hype & survivorship bias
The space is polluted with exaggerated income claims, get-rich-quick schemes, and course-selling influencers.
For every success story, countless abandoned projects earned nothing.
Aim realistically for a sustainable few thousand dollars a month from a small, dedicated user base.
KH: Several of my best resources were business review sites.