I trained an AI to read 200,000 app reviews so I didn’t have to. It found out users are not okay

📰 Medium · Data Science

Train an AI to analyze app reviews and uncover user sentiment, providing valuable insights for improvement

intermediate Published 15 Apr 2026

Action Steps

Collect a large dataset of app reviews, such as 200,000 reviews
Preprocess the data by tokenizing and removing stop words
Train a machine learning model, such as a sentiment analysis model, on the preprocessed data
Use the trained model to analyze the app reviews and identify trends and patterns in user sentiment
Visualize the results to gain insights into user opinions and preferences

Who Needs to Know This

Product managers and data scientists can benefit from this approach to gain a deeper understanding of user needs and preferences, informing product development and improvement strategies

Key Insight

💡 App reviews contain valuable insights into user needs and preferences, which can be uncovered using AI-powered sentiment analysis