diff --git a/packages/backend/src/server/activitypub/featured.ts b/packages/backend/src/server/activitypub/featured.ts
index a5131777de..b88e0d8b87 100644
--- a/packages/backend/src/server/activitypub/featured.ts
+++ b/packages/backend/src/server/activitypub/featured.ts
@@ -28,13 +28,19 @@ export default async (ctx: Router.RouterContext) => {
 		return;
 	}
 
-	const pinings = await UserNotePinings.find({
+	const pinning = await UserNotePinings.find({
 		where: { userId: user.id },
 		order: { id: "DESC" },
 	});
 
-	const pinnedNotes = await Promise.all(
-		pinings.map((pining) => Notes.findOneByOrFail({ id: pining.noteId })),
+	const pinnedNotes = (
+		await Promise.all(
+			pinning.map((pinnedNote) =>
+				this.notesRepository.findOneByOrFail({ id: pinnedNote.noteId }),
+			),
+		)
+	).filter(
+		(note) => !note.localOnly && ["public", "home"].includes(note.visibility),
 	);
 
 	const renderedNotes = await Promise.all(
diff --git a/packages/backend/src/services/i/pin.ts b/packages/backend/src/services/i/pin.ts
index e23f669f12..3926f72302 100644
--- a/packages/backend/src/services/i/pin.ts
+++ b/packages/backend/src/services/i/pin.ts
@@ -57,7 +57,11 @@ export async function addPinned(
 	} as UserNotePining);
 
 	// Deliver to remote followers
-	if (Users.isLocalUser(user)) {
+	if (
+		Users.isLocalUser(user) &&
+		!note.localOnly &&
+		["public", "home"].includes(note.visibility)
+	) {
 		deliverPinnedChange(user.id, note.id, true);
 	}
 }
@@ -90,7 +94,11 @@ export async function removePinned(
 	});
 
 	// Deliver to remote followers
-	if (Users.isLocalUser(user)) {
+	if (
+		Users.isLocalUser(user) &&
+		!note.localOnly &&
+		["public", "home"].includes(note.visibility)
+	) {
 		deliverPinnedChange(user.id, noteId, false);
 	}
 }