diff --git a/.github/workflows/update-dependencies.yml b/.github/workflows/update-dependencies.yml
index c22469df..2f856d47 100644
--- a/.github/workflows/update-dependencies.yml
+++ b/.github/workflows/update-dependencies.yml
@@ -55,3 +55,7 @@ jobs:
         sign-commits: true
         token: ${{ steps.generate-token.outputs.token }}
         delete-branch: true
+        labels: |
+          CI: GraalPy
+          CI: PyPy
+          dependencies