Work context
AI prototyping tools for product teams: comparison and fit guide
For small product, design, and engineering teams trying to get from an idea to something clickable this week, with a named owner and handoff path once the prototype earns further investment.
Start with Figma Make when design files, components, and design context already define the product. Move Replit up when the team needs a browser-native path from prototype to running app; choose Lovable when the result should become a shared app-building workflow. Bring Cursor forward only when the prototype is the first week of a serious codebase. In every path, decide who owns the code, deployment, data, and acceptance before sharing a demo as a product commitment.
01Figma Make9/10Figma Make is the best fit when product and design already live in Figma and want to turn existing designs, components, and context into a working prototype quickly.02Replit9/10Replit is the better fit when the team wants a browser-native path from prototype to running app without switching environments.03Lovable8/10Lovable is a strong fit when the prototype is likely to become a shared app-building workflow with simpler team economics and internal publish paths.04Cursor8/10Cursor becomes the better fit when the 'prototype' is really the first week of a serious codebase and Cursor 3's integrated browser plus Design Mode help the team iterate UI inside the same coding workspace.Before you roll out
- AI subscription pricingCheck starting prices, usage limits, and price changes.
- AI subscription auditFind overlapping subscriptions and decide which to keep.
- AI agent governanceRecord an owner, permissions, and budget for each agent.
- MCP security checklistCheck compatibility, permissions, and rollback steps.