diff --git a/misc/userscripts/password_fill b/misc/userscripts/password_fill
index 327a55690..00dd55e63 100755
--- a/misc/userscripts/password_fill
+++ b/misc/userscripts/password_fill
@@ -327,6 +327,17 @@ open_entry "$file"
 
 js() {
 cat <<EOF
+    function isVisible(elem) {
+        var style = elem.ownerDocument.defaultView.getComputedStyle(elem, null);
+
+        if (style.getPropertyValue("visibility") !== "visible" ||
+            style.getPropertyValue("display") === "none" ||
+            style.getPropertyValue("opacity") === "0") {
+            return false;
+        }
+
+        return elem.offsetWidth > 0 && elem.offsetHeight > 0;
+    };
     function hasPasswordField(form) {
         var inputs = form.getElementsByTagName("input");
         for (var j = 0; j < inputs.length; j++) {
@@ -341,7 +352,7 @@ cat <<EOF
         var inputs = form.getElementsByTagName("input");
         for (var j = 0; j < inputs.length; j++) {
             var input = inputs[j];
-            if (input.type == "text" || input.type == "email") {
+            if (isVisible(input) && (input.type == "text" || input.type == "email")) {
                 input.focus();
                 input.value = "$(javascript_escape "${username}")";
                 input.blur();