Vibe coding won't kill SaaS — but it will kill this kind

Vibe coding doesn't mean your customers will generate your competitor — most users don't want to build software, they want problems gone. The real threat is that your competitor's cost collapsed. Every niche now fills with a dozen viable clones because building one stopped being the hard part.

So the accurate version of the take isn't 'users will vibe-code your product.' It's 'the supply of adequate software in your category just went infinite.' The competitive pressure comes from abundance, not from your buyers becoming developers.

The products in danger share one property: their entire value was 'this exists.' Simple CRUD tools, one-feature utilities, generic dashboards, thin wrappers — anything a motivated user could recreate in a weekend now competes with 'free and self-hosted.' That was always a fragile position; vibe coding just made the fragility arrive faster.

What's striking is how little the clones take. A clone copies the features, ships, and then discovers the actual business was the parts it couldn't copy: the integrations, the reliability, the user relationships, the brand that made buyers trust it in the first place.

Abundance has a strange side effect: it makes curation and trust more valuable, not less. When every category has forty adequate tools, buyers stop evaluating and start deferring — to whatever their community recommends, whatever ranks first, whatever the AI suggests. The flood of clones makes the discovery layer the most valuable real estate in the market.

That's the opportunity the vibe-coding panic misses: the bottleneck moved from building to being found. A great product that nobody discovers loses to an adequate product that's everywhere the buyers look. Which means the winners of the vibe-coding era are the founders who treat distribution as the product.

Assume your features will be cloned. Then make sure everything else is in order: a presence everywhere buyers look (directories, search, AI answers), a direct line to your users, data that makes the product better with use, and a brand that means something in your niche. If the clone ships and you still win on all four, you were never in danger.