Speed isn’t the problem. I analysed 4,472 quick commerce reviews to find out what is.

📰 Medium · Python

Analyzing 4,472 quick commerce reviews reveals that speed isn't the main issue, but rather other factors that affect customer satisfaction, and you'll learn how to identify these factors using Python

intermediate Published 12 Apr 2026

Action Steps

Collect a large dataset of customer reviews using web scraping or APIs
Preprocess the text data by removing stop words, stemming, and lemmatization
Apply sentiment analysis and topic modeling techniques to identify key themes and concerns
Visualize the results using plots and charts to communicate insights to stakeholders
Use the insights gained to inform product development, marketing strategies, and customer support improvements

Who Needs to Know This

Data analysts and marketers on a team can benefit from this lesson to improve their understanding of customer needs and preferences in quick commerce, and make data-driven decisions to enhance customer experience

Key Insight

💡 Customer satisfaction in quick commerce is influenced by multiple factors beyond speed, including product quality, delivery issues, and customer support