Link directly to google play app

Please see Linking to Your Products. Most likely, you are using the website URL. Try the following intent below:

Intent intent = new Intent(Intent.ACTION_VIEW, Uri.parse("market://details?id=your.package.name"));
startActivity(intent);

You should also check if com.android.vending is installed before starting that intent.