diff --git a/.circleci/config.yml b/.circleci/config.yml
index a53f19f42571..3968be8e5d48 100644
--- a/.circleci/config.yml
+++ b/.circleci/config.yml
@@ -138,6 +138,8 @@ jobs:
 
       - store_artifacts:
           path: doc/build/html
+      - store_test_results:
+          path: doc/build/test-results
 
   docs-python38-min:
     docker:
@@ -159,6 +161,8 @@ jobs:
 
       - store_artifacts:
           path: doc/build/html
+      - store_test_results:
+          path: doc/build/test-results
 
   docs-python38:
     docker:
@@ -179,6 +183,8 @@ jobs:
 
       - store_artifacts:
           path: doc/build/html
+      - store_test_results:
+          path: doc/build/test-results
 
       - add_ssh_keys:
           fingerprints:
diff --git a/doc/conf.py b/doc/conf.py
index bdcd0ac5023c..7cfcb496e67c 100644
--- a/doc/conf.py
+++ b/doc/conf.py
@@ -169,6 +169,8 @@ def _check_dependencies():
     'matplotlib_animations': True,
     # 3.7 CI doc build should not use hidpi images during the testing phase
     'image_srcset': [] if sys.version_info[:2] == (3, 7) else ["2x"],
+    'junit': ('../test-results/sphinx-gallery/junit.xml'
+              if 'CIRCLECI' in os.environ else ''),
 }
 
 plot_gallery = 'True'