diff --git a/packages/api/src/bsky-agent.ts b/packages/api/src/bsky-agent.ts
index 64fb4cd1c89..6f0bf88e03b 100644
--- a/packages/api/src/bsky-agent.ts
+++ b/packages/api/src/bsky-agent.ts
@@ -851,7 +851,6 @@ async function updateFeedPreferences(
 function adjustLegacyContentLabelPref(
   pref: AppBskyActorDefs.ContentLabelPref,
 ): AppBskyActorDefs.ContentLabelPref {
-  let label = pref.label
   let visibility = pref.visibility
 
   // adjust legacy values
@@ -859,15 +858,7 @@ function adjustLegacyContentLabelPref(
     visibility = 'ignore'
   }
 
-  // adjust legacy labels
-  if (label === 'nsfw') {
-    label = 'porn'
-  }
-  if (label === 'suggestive') {
-    label = 'sexual'
-  }
-
-  return { ...pref, label, visibility }
+  return { ...pref, visibility }
 }
 
 /**
diff --git a/packages/api/tests/moderation-prefs.test.ts b/packages/api/tests/moderation-prefs.test.ts
index 93255941fce..fcfe36400f7 100644
--- a/packages/api/tests/moderation-prefs.test.ts
+++ b/packages/api/tests/moderation-prefs.test.ts
@@ -28,7 +28,7 @@ describe('agent', () => {
       preferences: [
         {
           $type: 'app.bsky.actor.defs#contentLabelPref',
-          label: 'nsfw',
+          label: 'porn',
           visibility: 'show',
         },
         {
@@ -38,12 +38,12 @@ describe('agent', () => {
         },
         {
           $type: 'app.bsky.actor.defs#contentLabelPref',
-          label: 'suggestive',
+          label: 'sexual',
           visibility: 'show',
         },
         {
           $type: 'app.bsky.actor.defs#contentLabelPref',
-          label: 'gore',
+          label: 'graphic-media',
           visibility: 'show',
         },
       ],
@@ -60,7 +60,7 @@ describe('agent', () => {
           porn: 'ignore',
           nudity: 'ignore',
           sexual: 'ignore',
-          gore: 'ignore',
+          'graphic-media': 'ignore',
         },
         labelers: [],
         hiddenPosts: [],