diff --git a/vulnerabilities/api_v2.py b/vulnerabilities/api_v2.py
index 10ffb6d98..b9424ffbd 100644
--- a/vulnerabilities/api_v2.py
+++ b/vulnerabilities/api_v2.py
@@ -141,7 +141,7 @@ def get_queryset(self):
         if aliases:
             queryset = queryset.filter(aliases__alias__in=aliases).distinct()
 
-        return queryset
+        return queryset.order_by("-aliases__alias")
 
     def get_serializer_class(self):
         if self.action == "list":
@@ -284,7 +284,7 @@ def get_queryset(self):
             queryset = queryset.filter(
                 fixing_vulnerabilities__vulnerability_id=fixing_vulnerability
             )
-        return queryset.with_is_vulnerable()
+        return queryset.with_is_vulnerable().order_by("type", "namespace", "name", "-version")
 
     def list(self, request, *args, **kwargs):
         queryset = self.get_queryset()
@@ -427,8 +427,8 @@ def bulk_search(self, request):
 
             query = (
                 Package.objects.filter(plain_package_url__in=plain_purls)
-                .order_by("plain_package_url")
-                .distinct("plain_package_url")
+                .order_by("type", "namespace", "name", "-version")
+                .distinct("type", "namespace", "name", "version")
                 .with_is_vulnerable()
             )
 
@@ -498,8 +498,8 @@ def all(self, request):
         vulnerable_purls = (
             Package.objects.vulnerable()
             .only("package_url")
-            .order_by("package_url")
-            .distinct()
+            .order_by("type", "namespace", "name", "-version")
+            .distinct("type", "namespace", "name", "version")
             .values_list("package_url", flat=True)
         )
         return Response(vulnerable_purls)
diff --git a/vulnerabilities/views.py b/vulnerabilities/views.py
index a2df48634..3be0cf0e4 100644
--- a/vulnerabilities/views.py
+++ b/vulnerabilities/views.py
@@ -62,14 +62,14 @@ def get_queryset(self, query=None):
             self.model.objects.search(query)
             .with_vulnerability_counts()
             .prefetch_related()
-            .order_by("package_url")
+            .order_by("type", "namespace", "name", "-version")
         )
 
 
 class VulnerabilitySearch(ListView):
     model = models.Vulnerability
     template_name = "vulnerabilities.html"
-    ordering = ["vulnerability_id"]
+    ordering = ["aliases"]
     paginate_by = PAGE_SIZE
 
     def get_context_data(self, **kwargs):
@@ -81,7 +81,7 @@ def get_context_data(self, **kwargs):
 
     def get_queryset(self, query=None):
         query = query or self.request.GET.get("search") or ""
-        return self.model.objects.search(query=query).with_package_counts()
+        return self.model.objects.search(query=query).with_package_counts().order_by("-aliases")
 
 
 class PackageDetails(DetailView):
@@ -94,10 +94,10 @@ def get_context_data(self, **kwargs):
         context = super().get_context_data(**kwargs)
         package = self.object
         context["package"] = package
-        context["affected_by_vulnerabilities"] = package.affected_by.order_by("vulnerability_id")
+        context["affected_by_vulnerabilities"] = package.affected_by.order_by("-aliases")
         # Ghost package should not fix any vulnerability.
         context["fixing_vulnerabilities"] = (
-            None if package.is_ghost else package.fixing.order_by("vulnerability_id")
+            None if package.is_ghost else package.fixing.order_by("-aliases")
         )
         context["package_search_form"] = PackageSearchForm(self.request.GET)
         context["fixed_package_details"] = package.fixed_package_details