diff --git a/pr_agent/settings/configuration.toml b/pr_agent/settings/configuration.toml
index 62649d5e..01c09207 100644
--- a/pr_agent/settings/configuration.toml
+++ b/pr_agent/settings/configuration.toml
@@ -121,6 +121,9 @@ max_history_len=4
 apply_suggestions_checkbox=true
 # suggestions scoring
 suggestions_score_threshold=0 # [0-10]| recommend not to set this value above 8, since above it may clip highly relevant suggestions
+new_score_mechanism=true
+new_score_mechanism_th_high=9
+new_score_mechanism_th_medium=7
 # params for '/improve --extended' mode
 auto_extended_mode=true
 num_code_suggestions_per_chunk=4
diff --git a/pr_agent/tools/pr_code_suggestions.py b/pr_agent/tools/pr_code_suggestions.py
index 53ee10c8..5a98cc9e 100644
--- a/pr_agent/tools/pr_code_suggestions.py
+++ b/pr_agent/tools/pr_code_suggestions.py
@@ -720,7 +720,7 @@ class PRCodeSuggestions:
             header = f"Suggestion"
             delta = 66
             header += "  " * delta
-            pr_body += f"""<thead><tr><td>Category</td><td align=left>{header}</td><td align=center>Score</td></tr>"""
+            pr_body += f"""<thead><tr><td><strong>Category</strong></td><td align=left><strong>{header}</strong></td><td align=center><strong>Impact</strong></td></tr>"""
             pr_body += """<tbody>"""
             suggestions_labels = dict()
             # add all suggestions related to each label
@@ -740,7 +740,7 @@ class PRCodeSuggestions:
             counter_suggestions = 0
             for label, suggestions in suggestions_labels.items():
                 num_suggestions = len(suggestions)
-                pr_body += f"""<tr><td rowspan={num_suggestions}><strong>{label.capitalize()}</strong></td>\n"""
+                pr_body += f"""<tr><td rowspan={num_suggestions}>{label.capitalize()}</td>\n"""
                 for i, suggestion in enumerate(suggestions):
 
                     relevant_file = suggestion['relevant_file'].strip()
@@ -794,14 +794,19 @@ class PRCodeSuggestions:
 
 {example_code.rstrip()}
 """
-                    pr_body += f"<details><summary>Suggestion importance[1-10]: {suggestion['score']}</summary>\n\n"
-                    pr_body += f"Why: {suggestion['score_why']}\n\n"
-                    pr_body += f"</details>"
+                    if suggestion.get('score_why'):
+                        pr_body += f"<details><summary>Suggestion importance[1-10]: {suggestion['score']}</summary>\n\n"
+                        pr_body += f"__\n\nWhy: {suggestion['score_why']}\n\n"
+                        pr_body += f"</details>"
 
                     pr_body += f"</details>"
 
                     # # add another column for 'score'
-                    pr_body += f"</td><td align=center>{suggestion['score']}\n\n"
+                    score_int = int(suggestion.get('score', 0))
+                    score_str = f"{score_int}"
+                    if get_settings().pr_code_suggestions.new_score_mechanism:
+                        score_str = self.get_score_str(score_int)
+                    pr_body += f"</td><td align=center>{score_str}\n\n"
 
                     pr_body += f"</td></tr>"
                     counter_suggestions += 1
@@ -814,6 +819,16 @@ class PRCodeSuggestions:
             get_logger().info(f"Failed to publish summarized code suggestions, error: {e}")
             return ""
 
+    def get_score_str(self, score: int) -> str:
+        th_high = get_settings().pr_code_suggestions.get('new_score_mechanism_th_high', 9)
+        th_medium = get_settings().pr_code_suggestions.get('new_score_mechanism_th_medium', 7)
+        if score >= th_high:
+            return "High"
+        elif score >= th_medium:
+            return "Medium"
+        else:  # score < 7
+            return "Low"
+
     async def self_reflect_on_suggestions(self,
                                           suggestion_list: List,
                                           patches_diff: str,