diff --git a/RELEASING.md b/RELEASING.md
index f974f4e84..496ad1753 100644
--- a/RELEASING.md
+++ b/RELEASING.md
@@ -52,7 +52,7 @@ git ls-tree --full-tree -r HEAD --name-only |while read f; do sed -i '1s/^\xEF\x
 ## Get latest translations from Transifex
 
 ```bash
-python setup.py get_po_files && git diff --quiet || git commit -m 'Update .po files' -- po/
+python setup.py pull_translations && git diff --quiet || git commit -m 'Update .po files' -- po/
 ```
 
 ## Synchronize generated consts
diff --git a/po/README.md b/po/README.md
index a516c1208..ed29107da 100644
--- a/po/README.md
+++ b/po/README.md
@@ -45,13 +45,13 @@ To fetch latest translations from Transifex
 Use the following command:
 
 ```bash
-$ python setup.py get_po_files
+$ python setup.py pull_translations
 ```
 
 It will fetch all po files from Transifex, but the most incomplete ones.
 
 The minimum acceptable percentage of a translation in order to download it can be seen using:
 ```bash
-$ python setup.py get_po_files --help
+$ python setup.py pull_translations --help
 ```
 The percentage value is passed to the `tx pull` command.
diff --git a/setup.py b/setup.py
index 3b800989d..daf289f44 100644
--- a/setup.py
+++ b/setup.py
@@ -472,7 +472,7 @@ class picard_regen_appdata_pot_file(Command):
             ])
 
 
-class picard_get_po_files(Command):
+class picard_pull_translations(Command):
     description = "Retrieve po files from transifex"
     minimum_perc_default = 5
     user_options = [
@@ -767,7 +767,7 @@ args = {
         'install': picard_install,
         'install_locales': picard_install_locales,
         'update_constants': picard_update_constants,
-        'get_po_files': picard_get_po_files,
+        'pull_translations': picard_pull_translations,
         'regen_pot_file': picard_regen_pot_file,
         'patch_version': picard_patch_version,
     },