diff --git a/doc/conf.py b/doc/conf.py
index f554f1e79..cf9ff10f7 100644
--- a/doc/conf.py
+++ b/doc/conf.py
@@ -174,11 +174,6 @@
     # ],
     "header_links_before_dropdown": 4,
     "icon_links": [
-        {
-            "name": "Twitter",
-            "url": "https://twitter.com/skrub_data",
-            "icon": "fa-brands fa-twitter",
-        },
         {
             "name": "GitHub",
             "url": "https://github.com/skrub-data/skrub/",
@@ -189,6 +184,16 @@
             "url": "https://discord.gg/ABaPnm7fDC",
             "icon": "fa-brands fa-discord",
         },
+        {
+            "name": "Bluesky",
+            "url": "https://bsky.app/profile/skrub-data.bsky.social",
+            "icon": "fa-brands fa-bluesky",
+        },
+        {
+            "name": "X (ex-Twitter)",
+            "url": "https://x.com/skrub_data",
+            "icon": "fa-brands fa-x-twitter",
+        },
     ],
     # alternative way to set twitter and github header icons
     # "github_url": "https://github.com/pydata/pydata-sphinx-theme",