diff --git a/.github/workflows/sync-public-api-docs.yml b/.github/workflows/sync-public-api-docs.yml
index 304c585faf179..1119e4c0eb66a 100644
--- a/.github/workflows/sync-public-api-docs.yml
+++ b/.github/workflows/sync-public-api-docs.yml
@@ -82,6 +82,28 @@ jobs:
           echo "Copying 'packages/cli/dist/public-api/v1/openapi.yml' to '${DOCS_TARGET_PATH}'"
           cp packages/cli/dist/public-api/v1/openapi.yml "${DOCS_TARGET_PATH}"
 
+      - name: Extract PR number from commit message
+        if: steps.verify_file.outputs.file_exists == 'true'
+        id: extract_pr
+        run: |
+          COMMIT_MESSAGE=$(git log -1 --pretty=%s)
+          echo "Commit message: $COMMIT_MESSAGE"
+          
+          # Extract PR number from commit message (format: "title (#1234)")
+          PR_NUMBER=$(echo "$COMMIT_MESSAGE" | grep -om1E '\(#[0-9]+\)' | grep -oE '[0-9]+' || echo "")
+          
+          if [ -n "$PR_NUMBER" ]; then
+            echo "Found PR number: $PR_NUMBER"
+            echo "pr_number=$PR_NUMBER" >> "$GITHUB_OUTPUT"
+            echo "pr_url=https://github.com/${{ github.repository }}/pull/$PR_NUMBER" >> "$GITHUB_OUTPUT"
+            echo "source_link=Source PR: [$PR_NUMBER](https://github.com/${{ github.repository }}/pull/$PR_NUMBER)" >> "$GITHUB_OUTPUT"
+          else
+            echo "No PR number found in commit message, using commit link"
+            echo "pr_number=" >> "$GITHUB_OUTPUT" 
+            echo "pr_url=" >> "$GITHUB_OUTPUT"
+            echo "source_link=Source commit: [${{ github.sha }}](https://github.com/${{ github.repository }}/commit/${{ github.sha }})" >> "$GITHUB_OUTPUT"
+          fi
+
       - name: Create PR in Docs Repo
         if: steps.verify_file.outputs.file_exists == 'true'
 
@@ -105,6 +127,6 @@ jobs:
             Automated update of the Public API OpenAPI YAML schema.
 
             This PR was generated by a GitHub Action in the [${{ github.repository }} repository](https://github.com/${{ github.repository }}).
-            Source commit: [${{ github.sha }}](https://github.com/${{ github.repository }}/commit/${{ github.sha }})
+            ${{ steps.extract_pr.outputs.source_link }}
 
             Please review the changes and merge if appropriate.