Sure, there’s a plugin-outlet right above the search results on that page that you use to add text.
add this to the common > header tab in your theme
<script type="text/x-handlebars" data-template-name="/connectors/full-page-search-below-search-info/add-text-above-results">
Your text or markup goes here...
</script>