App Intelligence data is pulled directly from both iOS and Google App stores via API on a daily basis.
This helps ensure a high level of data accuracy for ratings, rankings, reviews, metadata, etc. A smaller subset of data (such as keyword difficulty scores) are compiled through data science and modeling, which are regularly updated in line with app store algorithm changes.