diff --git a/lib/ansible/modules/set_stats.py b/lib/ansible/modules/set_stats.py
index 65ae54a7212..95f17c9674e 100644
--- a/lib/ansible/modules/set_stats.py
+++ b/lib/ansible/modules/set_stats.py
@@ -11,7 +11,7 @@ __metaclass__ = type
 DOCUMENTATION = r'''
 ---
 module: set_stats
-short_description: Set stats for the current ansible run
+short_description: Define and display stats for the current ansible run
 description:
      - This module allows setting/accumulating stats on the current ansible run, either per host or for all hosts in the run.
      - This module is also supported for Windows targets.
@@ -33,29 +33,29 @@ options:
     type: bool
     default: yes
 notes:
-    - In order for custom stats to be displayed, you must set C(show_custom_stats) in C(ansible.cfg) or C(ANSIBLE_SHOW_CUSTOM_STATS) to C(yes).
+    - In order for custom stats to be displayed, you must set C(show_custom_stats) in section C([defaults]) in C(ansible.cfg)
+      or by defining environment variable C(ANSIBLE_SHOW_CUSTOM_STATS) to C(yes).
     - This module is also supported for Windows targets.
 version_added: "2.3"
 '''
 
 EXAMPLES = r'''
 - name: Aggregating packages_installed stat per host
-  set_stats:
+  ansible.builtin.set_stats:
     data:
       packages_installed: 31
     per_host: yes
 
 - name: Aggregating random stats for all hosts using complex arguments
-  set_stats:
+  ansible.builtin.set_stats:
     data:
       one_stat: 11
       other_stat: "{{ local_var * 2 }}"
       another_stat: "{{ some_registered_var.results | map(attribute='ansible_facts.some_fact') | list }}"
     per_host: no
 
-
 - name: Setting stats (not aggregating)
-  set_stats:
+  ansible.builtin.set_stats:
     data:
       the_answer: 42
     aggregate: no