Public reports

Launch-readiness audits of real AI-built apps

Each report scores a live site 0–100 across 52 deterministic checks: reachability, security, SEO, AI-search visibility, performance. The checks run in a real browser, and no model decides the score. Everything shown is observable by anyone who loads the page; security specifics stay locked to the site’s owner.

• The State of AI Web Scraping in 2026makralabs.org56
  
  30 Aug 2026 · AIView report
• AI-Assisted Developmentlumify.ai62
  
  30 Aug 2026 · AIView report
• VT Codevinhnx.github.io47
  
  30 Aug 2026 · Dev toolsView report
• AI画像生成 無料｜登録不要・透かしなしseiseiai.io71
  
  30 Aug 2026 · AIView report
• Cardwallcardwall.ai42
  
  30 Aug 2026 · AIView report