Comparing App Reviews Across Countries: What You Can Learn
A 4.5-star app in the US might sit at 3.8 stars in Germany. The same feature that users love in Japan could generate complaints in Brazil. If you only look at reviews from one country, you are seeing a fraction of the picture.
Why Reviews Differ by Market
Cultural expectations, device ecosystems, network conditions, and even payment preferences all shape how people rate apps. Users in some markets are more generous with 5-star ratings; others default to 3 or 4 stars unless something truly impresses them.
Language plays a role too. An app that only supports English will get lower ratings in non-English-speaking countries, and the negative reviews will often mention localization as the main issue. That is actionable information if you are deciding where to invest in translation.
ReviewMaxxing's Three-Tier System
We organize 50+ countries into three tiers to make multi-country scraping practical:
- Tier 1 (15 countries) — US, UK, Germany, France, Japan, South Korea, Canada, Australia, Italy, Spain, Netherlands, Switzerland, Sweden, Norway, Denmark. These are the largest app markets by revenue.
- Tier 2 (19 countries) — India, Brazil, Mexico, Russia, Turkey, Saudi Arabia, UAE, Singapore, Hong Kong, Taiwan, Poland, and more. High-growth markets with different user expectations.
- Tier 3 (16 countries) — Hungary, Romania, Thailand, Indonesia, Philippines, Vietnam, Nigeria, Egypt, and others. Smaller markets that still generate valuable feedback.
You can scrape an entire tier at once. If you need a quick pulse check, Tier 1 covers the big markets in a few minutes. If you want the full picture, run all three.
What You Can Learn
Localization priorities. If users in France and Germany consistently complain about missing translations, that tells you where to invest next.
Regional bugs. A crash that only happens on low-end Android devices might only show up in reviews from Tier 2 and Tier 3 markets where those devices are more common.
Feature demand. Payment method complaints in India versus the US will look very different. Users in one market might want UPI support while another wants Apple Pay integration.
Competitive positioning. Your competitor might dominate in the US but have poor ratings in Southeast Asia. That is an opportunity.
Getting Started
Search for an app on ReviewMaxxing, select the tiers you want, and scrape. Then export to Excel and pivot by country to see the differences for yourself.