Reverse Engineer Anything with AI

1. How to use AI to break down any product, feature, or user flow and understand the decisions behind it.

2. How to uncover a competitor’s growth loops, monetization model, and positioning using AI-led analysis.

3. How to structure the right prompts and workflows to reverse engineer apps, landing pages, and onboarding experiences.

4. How to turn your findings into actionable outputs like PRDs, feature specs, or quick prototypes.

5. How to build a repeatable AI-powered process for product teardowns you can use in your day-to-day PM work.

Every great product holds clues about how it was built. With AI, PMs can decode any product or competitor in minutes and use those insights to make sharper product decisions.

1. A practical framework to reverse engineer any product, feature, or competitor using AI.

2. Ready-to-use prompts and workflows you can apply to your own product teardowns.

3. A clearer understanding of how top products are designed for growth and retention.

4. The confidence to turn product insights into faster, sharper decisions in your PM role.