您需要在$args数组中设置分页的arg：

$listing_args = array(
    \'post_type\'         => \'business\',
    \'posts_per_page\'    => 10,
    \'meta_key\'          => \'listing_num\',
    \'orderby\'           => \'meta_value_num\',
    \'order\'             => \'DESC\',
    \'offset\'            => ($paged -1) * 10,
    \'paged\'             => $paged, // <- tell the query what page we are on.
    \'tax_query\'         => ......etc
);

codex中关于如何将其用于自定义查询的示例：

$big = 999999999; // need an unlikely integer
echo paginate_links( array(
    \'base\' => str_replace( $big, \'%#%\', esc_url( get_pagenum_link( $big ) ) ),
    \'format\' => \'?paged=%#%\',
    \'current\' => max( 1, get_query_var(\'paged\') ),
    \'total\' => $the_query->max_num_pages
) );