Koskamo

Generate AI App Development Prompt from Competitor

A structured prompt for AI coding tools that outlines features, business model, and improvements based on a competitor app, enabling the creation of a unique MVP.

How it works

Read-onlySoftware development

The agent takes a target app's store link and country, then uses the AppPage.net MCP server to analyze the app's listing, features, monetization, and negative reviews. It compiles this data into a comprehensive prompt that instructs an AI coding tool (like Cursor or FlutterFlow) to build a similar but original app, focusing on fixing user complaints and ensuring store compliance.

Prompt

Paste this into an agent that has the servers below connected. Adjust the names and dates to your own.

Prompt for Generate AI App Development Prompt from Competitor
Use the AppPage.net MCP server to generate a development prompt for building an app similar to [Insert App Store/Play Store URL]. Select the target country as [Insert Country]. The output should include the app idea, audience, MVP features, monetization strategy, and specific improvements based on recent negative reviews. Ensure the prompt instructs the AI coding tool to create original assets and comply with store policies.

MCP servers it needs

Source

The vendor page this playbook is drawn from, and the passage that supports it.

Pick an app you admire. Get a ready prompt for your AI coding tool: its features, screens and business model, plus what its users complain about, so yours comes out better, not a copy.
Build an App Like Any App: Free AI Prompt Generator

Each playbook is drawn from the vendor page it cites and reviewed by Koskamo before it is published. Koskamo does not run these servers or your agent: check what each tool will do before you let it act on your accounts.