AI prototype builder for product managers
Make the product discussion concrete.
Give stakeholders a flow they can try. Use the prototype to surface questions, compare decisions and prepare a more specific engineering handoff.
The Cocoding platform
One platform. Web, mobile and desktop.
Cocoding builds full-stack products with framework choice, native app targets and a library of more than 320 templates.
- Full-stack development
- Build the interface, backend logic, APIs and data workflows together.
- Framework choice
- Work across frontend and backend frameworks, including React, Next.js, Vue, Svelte, NestJS, Django and Go.
- Native mobile
- Choose Flutter, React Native, Swift or native Android for the product you are building.
- Desktop applications
- Create dedicated desktop software as well as web and mobile apps.
- 320+ templates
- Start from the wider Cocoding library across web, mobile and desktop use cases.
- Built-in platform security
- Built-in authentication, scoped permissions and secure secret handling, backed by platform isolation.
320+ describes the overall template library. The public gallery shows the subset with published previews. Framework, runtime and distribution requirements depend on the project; security controls vary by plan and deployment stage. Explore published previews · Security details
Start with a decision to make
Choose one product question and one user journey. Define what you want to learn, then build only the screens and states needed to discuss it.
- Write acceptance criteria before expanding the scope.
Turn feedback into the next iteration
Ask reviewers to complete a task rather than rate a screen. Record the friction, decide what to change and review one focused revision at a time.
- Keep observed feedback separate from untested assumptions.
Bridge the prototype and implementation
Review the interface, data flow and edge cases with engineering. Cocoding supports full-stack, mobile and desktop projects; production readiness depends on the actual integrations and testing.
- Document unresolved behavior and the next technical checks.
A starting point
Make the brief specific.
Adapt this example to your business. Keep sample data separate from real customer information.
Create a prototype for a customer feedback inbox. Include an inbox, a feedback detail screen and status filters. Use sample records. Show empty, loading and error states. Keep external services disconnected and list the questions engineering should review.
Explore before you start
Real templates to inspect.
These are current, available static previews. Read each template’s included interfaces and setup notes before you remix it into your own project.
When you need the next step
Follow the product documentation.
Before you start.
Can a prototype validate product demand?
It can help people understand and try a proposed experience. Combine observed behavior with customer conversations and demand evidence before treating a feature as validated.
What should I share with engineering?
Share the goal, user roles, reviewed flow, acceptance criteria and open questions. Identify sample data and confirm which services work before estimating a production release.
Find your next step.
Start with one useful task