Use cases / Market research and analytics
Study a whole market through what its customers say.
Reviews are one of the largest public records of customer opinion. ReviewLake collects them at scale across 50+ sites in one format, so analysts can compare brands, regions and categories without building collectors.
What you get.
- Scale without scrapers. Queue thousands of locations; we handle collection, site changes and retries.
- Comparable across sites. The same fields from every source, ready for your warehouse.
- Public data only. Only publicly visible reviews, collected without logging in, with no private data.
- Themes at scale. Topic and sentiment breakdowns across locations, so you don't have to read every review.
SOURCES FOR MARKET RESEARCH AND ANALYTICS
Google Maps
Tripadvisor
App Store
Google Play
Glassdoor
TrustpilotGuides for market research and analytics.
Build or Buy? What It Takes to Run Your Own Review Scrapers
The first scraper takes a week. Here's what the next two years look like, and when building still makes sense.
App Store and Google Play Reviews API: Official Limits Explained
One week of reviews on Google Play, your own apps only on both stores. The official limits, and how to get reviews for any app.