How to Scrape App Store and Google Play Reviews

App reviews contain product insights worth thousands in user research. Google Play Reviews No official API, but data is accessible: // Google Play has internal APIs for reviews // Use Apify actors for reliable extraction // Or parse the web version Apple App Store Apple provides an RSS feed for reviews: https://itunes.apple.com/rss/customerreviews/id=APP_ID/sortby=mostrecent/json async function getAppStoreReviews ( appId , country = " us " ) { const url = `https://itunes.apple.com/ ${ country } /rss/customerreviews/id= ${ appId } /sortby=mostrecent/json` ; const res = await fetch ( url ); const data = await res . json (); return data . feed . entry . map ( e => ({ title : e . title . label , content : e . content . label , rating : e [ " im:rating " ]. label , author : e . author . name . label , version : e [ " im:version " ]. label })); } Use Cases Product feedback analysis Competitor app monitoring Feature request tracking Bug report detection Sentiment over time Resources Trustpilo