diff --git a/changelogs/fragments/issue46937-pr46519-pr47449-fix-pip-multiple-extras.yaml b/changelogs/fragments/issue46937-pr46519-pr47449-fix-pip-multiple-extras.yaml
new file mode 100644
index 00000000000..fcdab08a9fd
--- /dev/null
+++ b/changelogs/fragments/issue46937-pr46519-pr47449-fix-pip-multiple-extras.yaml
@@ -0,0 +1,2 @@
+bugfixes:
+- Fix pip module so that it can recognize multiple extras
diff --git a/lib/ansible/modules/packaging/language/pip.py b/lib/ansible/modules/packaging/language/pip.py
index 2503a103517..5cc330cf5d5 100644
--- a/lib/ansible/modules/packaging/language/pip.py
+++ b/lib/ansible/modules/packaging/language/pip.py
@@ -292,11 +292,16 @@ def _recover_package_name(names):
     # reconstruct the names
     name_parts = []
     package_names = []
+    in_brackets = False
     for name in names:
-        if _is_package_name(name):
+        if _is_package_name(name) and not in_brackets:
             if name_parts:
                 package_names.append(",".join(name_parts))
             name_parts = []
+        if "[" in name:
+            in_brackets = True
+        if in_brackets and "]" in name:
+            in_brackets = False
         name_parts.append(name)
     package_names.append(",".join(name_parts))
     return package_names
@@ -498,6 +503,7 @@ class Package:
             # old pkg_resource will replace 'setuptools' with 'distribute' when it already installed
             if self._requirement.project_name == "distribute":
                 self.package_name = "setuptools"
+                self._requirement.project_name = "setuptools"
             else:
                 self.package_name = self._requirement.project_name
             self._plain_package = True
@@ -639,7 +645,7 @@ def main():
                             "Please keep the version specifier, but remove the 'version' argument."
                     )
                 # if the version specifier is provided by version, append that into the package
-                packages[0] = Package(packages[0].package_name, version)
+                packages[0] = Package(to_native(packages[0]), version)
 
         if module.params['editable']:
             args_list = []  # used if extra_args is not used at all
diff --git a/test/integration/targets/pip/tasks/pip.yml b/test/integration/targets/pip/tasks/pip.yml
index e34e932d1ca..b13c3ac2a52 100644
--- a/test/integration/targets/pip/tasks/pip.yml
+++ b/test/integration/targets/pip/tasks/pip.yml
@@ -470,6 +470,10 @@
   assert:
     that: "version13 is failed"
 
+- name: try install package with setuptools extras
+  pip:
+    name: "{{pip_test_package}}[dev,test]"
+
 - name: clean up
   pip:
     name: "{{ pip_test_packages }}"