Original data

State of Vibe-Codeable Websites

Every number on this page comes from VibeItYourself's own corpus — 999 SaaS products scraped, researched and scored with the same 0–100 feasibility rubric. Last updated 2026-09-22. Cite freely with a link.

We analyzed 999 SaaS products: the median vibe-codeability score is 45/100 (mean 45.4).
35% of analyzed products are realistically buildable by a solo developer with AI tools (rated "weekend build" or "solid side project").
1% of analyzed SaaS products could be cloned for personal use in a weekend.
1 community member has submitted verified vibe-coded rebuilds of analyzed products.

Feasibility tier distribution (999 products)

  • Weekend build12 (1%)
  • Solid side project341 (34%)
  • Serious undertaking452 (45%)
  • Don't bother162 (16%)
  • Impossible32 (3%)

Most-analyzed categories

  • Developer Tools36
  • SaaS33
  • Productivity32
  • Web app24
  • Customer Support SaaS11
  • SEO & Marketing SaaS8
  • Productivity & Time Tracking6
  • Health & Fitness6
  • Social Media Management5
  • SaaS / Marketing Automation5

Methodology

Each product is scraped (content, branding, screenshot), deep-researched with AI + web search (pricing, funding, engineering complexity), and scored 0–100 for how realistically a solo builder could vibe code a personal-use clone. Full methodology. Browse the underlying reports at /apps — each has its own sources and last-verified date.