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AppDNA: AI-powered game taxonomy in AppTweak

AppDNA is our unique app taxonomy that offers deeper, functionality-based insights into the mobile app ecosystem beyond store categories.

Meghna Anand avatar
Written by Meghna Anand
Updated over 10 months ago

📱 What is AppDNA?

AppDNA is AppTweak’s proprietary taxonomy that categorises mobile apps based on their functionality and purpose, rather than broad or inconsistent store-defined genres. Unlike standard categories like "Productivity" or "Tools," AppDNA dives into what the app actually does — whether it's for managing expenses, editing photos, learning languages, or converting files.

AppDNA helps make sense of the incredibly diverse non-gaming app ecosystem by breaking down apps into precise, behavior-based categories.

For example:

An app like Adobe Scan is classified under File Converter, reflecting its core functionality.

This functionality-based labelling allows for clearer market analysis and stronger keyword targeting.


🔮 Why is this helpful?

App Store and Google Play categories can be too broad or inconsistent, making it difficult to:

  • Compare apps with similar functionalities

  • Analyse performance within a precise context

  • Identify trends across similar tools or services

AppDNA solves this by:

  • Offering more meaningful comparisons across apps

  • Powering smarter keyword research based on real functionality

  • Helping developers and marketers target the right users

  • Driving sharper competitive insights by grouping apps by use-case

Whether you're building, optimising, or analysing an app, AppDNA ensures you're looking at the right competitors and opportunities.


🧬 Explore the AppDNA Taxonomy

Apps are grouped first into broad classes (like Productivity, Health, Entertainment), and then broken down into specific use-case categories based on their core functions.

Here are a few examples:

Class

Example AppDNA Categories

Productivity

Budget Management, File Converter, Calendar

Communication

Messenger & Calling, Meet & Chat

Health & Wellness

Meditation, Health Tracking, Find a Doctor

Entertainment

Audio Books, Drawing & Painting, Karaoke

Utilities

Flashlight, Alarm Clock, File Manager


🔍 How to Filter by AppDNA

You can easily search or filter by gameplay:

  • Use the dropdown in Top Charts or Market Intelligence

  • Enter a keyword or select from the structured taxonomy


This helps you uncover relevant apps faster and identify strong keyword opportunities based on the app’s function.

Each DNA also has a short, clear definition when you hover your cursor.


For example:

  • File Manager : The apps that allow users to scan, view, edit, fax, etc. files.



📈 Where to discover AppDNA in AppTweak

You can explore AppDNA powered insights across different sections on the platform mainly the following:

1. App header & competitor tags

Every App with an AppDNA will display its DNA in the app’s header.

➡️ Hover over the DNA tag to see its definition


2. Keyword Research

Explore a range of more relevant keyword suggestions to increase your App’s visibility and downloads tied to your app’s DNA category

➡️ Navigate to Keyword Research → Keyword Suggestions → DNA tab


3. Top Charts

See top-ranked apps in any AppDNA.

➡️ Navigate to Store Explorer → Top Charts → AppDNA tab


4. Market Intelligence

Analyse market trends at the DNA level across countries, devices, and other filters.

➡️ Navigate to Market Intelligence → Top Apps → Split by DNA



📜 Summary

Summary AppDNA gives you a clearer, more actionable way to understand and explore the non-gaming mobile app ecosystem. Instead of relying on vague, store-defined labels, it organizes apps based on what they actually do.

This empowers you to:

  • Conduct more relevant competitive research

  • Build smarter ASO strategies

  • Discover the right keywords faster

  • Uncover trends at the functionality level

Whether you’re optimising your app or analysing a market segment, AppDNA helps you dig deeper — and smarter.

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