v0 has a side-by-side live visual editor. Bolt.new shows a live preview. Lovable shows real-time prototype as it builds. Replit has design controls with live preview. SaaS Factory's pipeline detail page (live-pipeline-detail.tsx, 39KB) shows agent logs and PR diffs but no live visual preview of the product being built. The deploymentUrl is stored on each project and Vercel deploy URLs are tracked per pipeline run (deployStatus column). An embedded iframe preview showing the latest Vercel deployment URL, updating after each deploy cycle, would dramatically close the UX gap with the visual-first competitors (v0, Bolt, Lovable) who are winning on the 'see it being built in real time' experience.