App Store Data Engine

A search engine designed to audit your iPhone and Android applications. Shows all of your performance data and customer feedback, in addition to detailed analytics from similar mobile applications.

Launch comprehensive analytics to learn deeply what your customers want and build the top iPhone and Android applications.

Key features:

• Produces a formatted report of your application’s key metrics
• Search by organization, to see all of their iPhone and Android apps
• Search by category, to see the relative performance of each of the top apps in each App Store category
• For advanced learning, you can pay to request a searchable dashboard of all of your App Store Connect data. These include all of the detailed customer feedback and improvement ideas that your customers have been requesting.

Example dashboards:

Automated Excel file created:

Searchable Dashboard and interactive analytics (premium version):

Data collected:

• App name
• Organization
• Description
• App store rating and distribution
• NPS score - a measure of loyaty and customer satisfaction
• Subtitle
• Version number
• App size
• New version release notes
• Date last updated
• Support website

Premium data collected:

• All App Store reviews, searchable and grouped into categories
• Sentiment analysis
• Downloads, installations, crash rate
• Ratings distribution
• Revenue tracking
• User engagement metrics
• All released app versions, dates and change logs

Benefits:

• Learn deeply about your app's stengths and weaknesses, in seconds
• Observe how it compares with our similar iPhone and Android applications
• Increases the effectivness of your project planning, by building features requested by your users

To use:

1. Open the Jupyter notebook in this Git repo
2. Enter the search term in the search bar, for which iPhone and Android apps you want to see
3. Run each cell, including the last one to generate an interactive chart and export the performance metrics as a CSV or Excel file

Created by:

Benyam Alemu Sood and Jigyasaa Alemu Sood, 2025.

App Store Data Engine is a free and opensource library distributed under the MIT License. You may use the source code for free in any of our personal and commercial libraries.

If you would like to, you may create any articles, tutorials or videos describing any component of this library.

To gain access to preminum features, email benbuildsapps@protonmail.com

Collaboration:

We are in active development. We welcome collaboration.

Feel free to send any pull requests or proposed changes to our codebase. Submit your ideas and code improvements.