diff --git a/.github/workflows/self-push.yml b/.github/workflows/self-push.yml
index 3321fcb6b2b5..e00844c953db 100644
--- a/.github/workflows/self-push.yml
+++ b/.github/workflows/self-push.yml
@@ -312,6 +312,8 @@ jobs:
           CI_SLACK_CHANNEL_ID_DAILY: ${{ secrets.CI_SLACK_CHANNEL_ID_DAILY }}
           CI_SLACK_CHANNEL_DUMMY_TESTS: ${{ secrets.CI_SLACK_CHANNEL_DUMMY_TESTS }}
           CI_EVENT: push
+          CI_TITLE: ${{ github.event.head_commit.message }}
+          CI_COMMIT_URL: ${{ github.event.head_commit.url }}
         # We pass `needs.setup.outputs.matrix` as the argument. A processing in `notification_service.py` to change
         # `models/bert` to `models_bert` is required, as the artifact names use `_` instead of `/`.
         run: |
diff --git a/utils/notification_service.py b/utils/notification_service.py
index 628cc7604807..0ee8b28837ae 100644
--- a/utils/notification_service.py
+++ b/utils/notification_service.py
@@ -98,8 +98,9 @@ def dicts_to_sum(objects: Union[Dict[str, Dict], List[dict]]):
 
 
 class Message:
-    def __init__(self, title: str, model_results: Dict, additional_results: Dict):
+    def __init__(self, title: str, ci_title: str, model_results: Dict, additional_results: Dict):
         self.title = title
+        self.ci_title = ci_title
 
         # Failures and success of the modeling tests
         self.n_model_success = sum(r["success"] for r in model_results.values())
@@ -158,6 +159,10 @@ def time(self) -> str:
     def header(self) -> Dict:
         return {"type": "header", "text": {"type": "plain_text", "text": self.title}}
 
+    @property
+    def ci_title_section(self) -> Dict:
+        return {"type": "section", "text": {"type": "mrkdwn", "text": self.ci_title}}
+
     @property
     def no_failures(self) -> Dict:
         return {
@@ -346,6 +351,9 @@ def additional_failures(self) -> Dict:
     def payload(self) -> str:
         blocks = [self.header]
 
+        if self.ci_title:
+            blocks.append(self.ci_title_section)
+
         if self.n_model_failures > 0 or self.n_additional_failures > 0:
             blocks.append(self.failures)
 
@@ -724,7 +732,18 @@ def add_path(self, path: str, gpu: str = None):
                             artifact_path["gpu"]
                         ] += f"*{line}*\n_{stacktraces.pop(0)}_\n\n"
 
-    message = Message(f"🤗 Results of the {ci_event} tests.", model_results, additional_results)
+    title = f"🤗 Results of the {ci_event} tests."
+    # Add PR title with a link for push CI
+    ci_title = os.environ.get("CI_TITLE")
+    commit_url = os.environ.get("CI_COMMIT_URL")
+    if ci_title is not None:
+        assert commit_url is not None
+        ci_title = ci_title.strip().split("\n")[0].strip()
+        ci_title = f"<{commit_url}|{ci_title}>"
+    else:
+        ci_title = ""
+
+    message = Message(title, ci_title, model_results, additional_results)
 
     message.post()
     message.post_reply()