diff --git a/guix/ui.scm b/guix/ui.scm
index 45eccb7335..3bca3b1e40 100644
--- a/guix/ui.scm
+++ b/guix/ui.scm
@@ -1668,6 +1668,7 @@ (define %package-metrics
   ;; Metrics used to compute the "relevance score" of a package against a set
   ;; of regexps.
   `((,package-name . 4)
+    (,package-upstream-name* . 2)
 
     ;; Match against uncommon outputs.
     (,(lambda (package)
diff --git a/tests/ui.scm b/tests/ui.scm
index 6a25a204ca..438acae525 100644
--- a/tests/ui.scm
+++ b/tests/ui.scm
@@ -1,5 +1,5 @@
 ;;; GNU Guix --- Functional package management for GNU
-;;; Copyright © 2013, 2014, 2015, 2016, 2017, 2019, 2020 Ludovic Courtès <ludo@gnu.org>
+;;; Copyright © 2013-2017, 2019-2020, 2022 Ludovic Courtès <ludo@gnu.org>
 ;;; Copyright © 2022 Taiju HIGASHI <higashi@taiju.info>
 ;;;
 ;;; This file is part of GNU Guix.
@@ -294,6 +294,15 @@ (define guile-2.0.9
          (>0 (package-relevance libb2
                                 (map rx '("crypto" "library")))))))
 
+(test-assert "package-relevance and upstream name"
+  ;; https://issues.guix.gnu.org/58136
+  (let ((ggplot2  (specification->package "r-ggplot2"))
+        (ggstance (specification->package "r-ggstance"))
+        (rx       (make-regexp "ggplot2" regexp/icase)))
+    (> (package-relevance ggplot2 (list rx))
+       (package-relevance ggstance (list rx))
+       0)))
+
 (define (make-empty-file directory file)
   ;; Create FILE in DIRECTORY.
   (close-port (open-output-file (in-vicinity directory file))))