diff --git a/cli/command/image/push.go b/cli/command/image/push.go
index 51c4a34528fd..f7d2fbd94767 100644
--- a/cli/command/image/push.go
+++ b/cli/command/image/push.go
@@ -63,6 +63,7 @@ func NewPushCommand(dockerCli command.Cli) *cobra.Command {
 	// on older APIs which don't support it.
 	flags.StringVar(&opts.platform, "platform", "",
 		`Push a platform-specific manifest as a single-platform image to the registry.
+Image index won't be pushed, meaning that other manifests, including attestations will be lost.
 'os[/arch[/variant]]': Explicit platform (eg. linux/amd64)`)
 	flags.SetAnnotation("platform", "version", []string{"1.46"})
 
@@ -82,9 +83,9 @@ func RunPush(ctx context.Context, dockerCli command.Cli, opts pushOptions) error
 		}
 		platform = &p
 
-		printNote(dockerCli, `Selecting a single platform will only push one matching image manifest from a multi-platform image index.
-This means that any other components attached to the multi-platform image index (like Buildkit attestations) won't be pushed.
-If you want to push a whole multi-platform image, make sure all image content is present and remove the --platform flag.
+		printNote(dockerCli, `Using --platform pushes only the specified platform manifest of a multi-platform image index.
+Other components, like attestations, will not be included.
+To push the complete multi-platform image, remove the --platform flag.
 `)
 	}
 
@@ -181,10 +182,11 @@ func handleAux(dockerCli command.Cli) func(jm jsonmessage.JSONMessage) {
 }
 
 func printNote(dockerCli command.Cli, format string, args ...any) {
+	format = strings.ReplaceAll(format, "`--platform`", aec.Bold.Apply("--platform"))
 	if dockerCli.Err().IsTerminal() {
-		_, _ = fmt.Fprint(dockerCli.Err(), aec.WhiteF.Apply(aec.CyanB.Apply("[ NOTE ]"))+" ")
+		_, _ = fmt.Fprint(dockerCli.Err(), aec.CyanF.Apply("[ NOTE ]")+" ")
 	} else {
 		_, _ = fmt.Fprint(dockerCli.Err(), "[ NOTE ] ")
 	}
-	_, _ = fmt.Fprintf(dockerCli.Err(), aec.Bold.Apply(format)+"\n", args...)
+	_, _ = fmt.Fprintf(dockerCli.Err(), aec.Italic.Apply(format)+"\n", args...)
 }