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Alloy

Alloy lets product managers clone a live product, modify it with AI, and share high-fidelity prototypes that can progress into code changes.

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Alloy AI product prototyping interface

Product overview

What is Alloy?

Alloy is an AI prototyping tool for product managers who need to test product changes in the context of an existing application. It can clone a product from a connected codebase or browser capture, then lets a user describe changes in natural language and preview them in a sandboxed version of the real interface.

Prototypes can be shared through a link for stakeholder review and comments. Teams can reuse product-specific Skills, collaborate through supported integrations, and move approved work toward implementation by creating a pull request. The product also supports voice input and offers more than 20 integrations, including Slack and MCP-based workflows.

How to Use Alloy

  1. Connect the product codebase or capture the application from the browser.
  2. Describe the desired interface or workflow change in natural language.
  3. Review the generated prototype inside the sandboxed product environment.
  4. Share a link with stakeholders and collect comments.
  5. Iterate on the prototype and, when appropriate, create a pull request for implementation.

Core Features

  • Product cloning: Recreates the context of an existing web product for prototyping.
  • Natural-language changes: Turns written or spoken product instructions into interface modifications.
  • High-fidelity sandbox: Shows ideas in a working version of the product rather than a disconnected mockup.
  • Shareable review: Gives stakeholders a link for viewing and commenting on prototypes.
  • Reusable Skills: Preserves product-specific knowledge and patterns for future prototypes.
  • Code handoff: Supports moving an approved prototype into a pull request.

Use Cases

  • Feature validation: Product managers test a proposed workflow before allocating engineering time.
  • Stakeholder alignment: Teams review the same interactive prototype and leave contextual feedback.
  • Design iteration: Product and design teams explore variations inside the real application shell.
  • Engineering handoff: Approved prototypes provide a more concrete starting point for implementation.

Pricing

The official site offers a way to start for free, but the analyzed page does not provide verified plan prices or usage limits.

Frequently Asked Questions

Does Alloy require starting from a blank canvas?

No. Its core workflow starts from a clone of an existing product or web application.

Can an Alloy prototype become code?

Yes. The site describes a workflow that can push approved changes into a pull request.

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