diff --git a/src/find-python.ts b/src/find-python.ts
index 6702430c..6cc21d48 100644
--- a/src/find-python.ts
+++ b/src/find-python.ts
@@ -66,6 +66,10 @@ function usePyPy(
 
   core.addPath(installDir);
   core.addPath(_binDir);
+  // Starting from PyPy 7.3.1, the folder that is used for pip and anything that pip installs should be "Scripts" on Windows.
+  if (IS_WINDOWS) {
+    core.addPath(path.join(installDir, 'Scripts'));
+  }
 
   const impl = 'pypy' + majorVersion.toString();
   core.setOutput('python-version', impl);