diff --git a/env/scrub-export.php b/env/scrub-export.php
new file mode 100644
index 000000000..8a73df096
--- /dev/null
+++ b/env/scrub-export.php
@@ -0,0 +1,67 @@
+<?php
+
+/**
+ * A CLI tool for scrubbing a WordPress WXR export file of likely PII.
+ */
+
+$opts = getopt( '', ['namespace:'], $last );
+
+$namespace = $opts['namespace'] ?? 'http://wordpress.org/export/1.2/';
+$infile = $argv[ $last ] ?? 'php://stdin';
+$outfile = $argv[ $last + 1 ] ?? 'php://stdout';
+
+if ( is_null( $infile ) ) {
+	die( "Usage: {$argv[0]} [--namespace=http://wordpress.org/export/1.2/] <infile.wxr> [outfile.wxr]\n" );
+}
+
+$doc = new DomDocument();
+if ( !$doc->load( $infile ) ) {
+	fwrite( STDERR, "Unable to open $infile for writing.\n" );
+	die(1);
+}
+
+$fp_out = fopen( $outfile, 'x' );
+if ( !$fp_out ) {
+	fwrite( STDERR, "Unable to open $outfile for writing.\n" );
+	die(1);
+}
+
+
+fwrite( STDERR, "Scrubbing $infile to $outfile\n" );
+
+// These are all in the `<wp:...>` namespace
+$wp_elements_to_scrub = [
+	'author_login',
+	'author_email',
+	'author_first_name',
+	'author_last_name',
+	'author_display_name',
+	'comment_author',
+	'comment_author_email',
+	'comment_author_url',
+	'comment_author_IP',
+];
+
+foreach ( $wp_elements_to_scrub as $tag ) {
+	$count_replaced = 0;
+	$nodes = $doc->getElementsByTagNameNS( $namespace, $tag );
+	foreach( $nodes as $node ) {
+		// There should only be one child (a text node) but let's loop just in case
+		$done = 0;
+		while ( $node->firstChild ) {
+			if ( $node->removeChild( $node->firstChild ) ) {
+				++ $done;
+			}
+		}
+		if ( $done ) {
+			$node->appendChild( new DOMText( '__REDACTED__' ) );
+			++ $count_replaced;
+		}
+	}
+
+	fwrite( STDERR, "Replaced $count_replaced instances of wp:$tag\n" );
+}
+
+fwrite( $fp_out, $doc->saveXML() );
+
+fclose( $fp_out );
\ No newline at end of file