Bolt, Lovable, v0, and Replit all offer real-time visual preview as a core UX pillar — users see their app change as agents work. SaaS Factory shows pipeline status, agent logs, and PR lists, but there is no embedded preview of the live deployed product within the dashboard. The deployment URL is stored in projects.deploymentUrl and Vercel auto-deploys exist, but the dashboard has no iframe/preview panel showing the live product. Adding an embedded product preview panel (iframe with the Vercel deployment URL) alongside the pipeline timeline would dramatically increase user confidence and create a direct visual feedback loop. The technical infrastructure is already there — Vercel deploy hooks, deployment URLs, and SSE pipeline streaming all exist.