diff --git a/app/assets/javascripts/members/components/members_tabs.vue b/app/assets/javascripts/members/components/members_tabs.vue
index 83ac12424db377b195eecb404da5eb763f0fb9e5..1b18ef5c45f62d45a97205fa8ee11c917b1b43d8 100644
--- a/app/assets/javascripts/members/components/members_tabs.vue
+++ b/app/assets/javascripts/members/components/members_tabs.vue
@@ -113,6 +113,7 @@ export default {
     <template #tabs-end>
       <gl-button
         v-if="shouldShowExportButton"
+        data-event-tracking="click_export_group_members_as_csv"
         class="gl-ml-auto gl-self-center"
         icon="export"
         :href="exportCsvPath"
diff --git a/ee/config/events/click_export_group_members_as_csv.yml b/ee/config/events/click_export_group_members_as_csv.yml
new file mode 100644
index 0000000000000000000000000000000000000000..d6ed1d010cdad7ab5eb7c9e7060c5305ab52e845
--- /dev/null
+++ b/ee/config/events/click_export_group_members_as_csv.yml
@@ -0,0 +1,15 @@
+---
+description: Export group members as CSV
+internal_events: true
+action: click_export_group_members_as_csv
+identifiers:
+- namespace
+- user
+product_group: tenant_scale
+milestone: '17.5'
+introduced_by_url: https://gitlab.com/gitlab-org/gitlab/-/merge_requests/168243
+distributions:
+- ee
+tiers:
+- premium
+- ultimate
diff --git a/ee/config/metrics/counts_28d/count_distinct_user_id_from_click_export_group_members_as_csv_monthly.yml b/ee/config/metrics/counts_28d/count_distinct_user_id_from_click_export_group_members_as_csv_monthly.yml
new file mode 100644
index 0000000000000000000000000000000000000000..bdee0ca7a34ede276cc70a38bfefcfbd33964757
--- /dev/null
+++ b/ee/config/metrics/counts_28d/count_distinct_user_id_from_click_export_group_members_as_csv_monthly.yml
@@ -0,0 +1,20 @@
+---
+key_path: redis_hll_counters.count_distinct_user_id_from_click_export_group_members_as_csv_monthly
+description: Monthly count of unique users that export group members as CSV
+product_group: tenant_scale
+performance_indicator_type: []
+value_type: number
+status: active
+milestone: '17.5'
+introduced_by_url: https://gitlab.com/gitlab-org/gitlab/-/merge_requests/168243
+time_frame: 28d
+data_source: internal_events
+data_category: optional
+distribution:
+- ee
+tier:
+- premium
+- ultimate
+events:
+- name: click_export_group_members_as_csv
+  unique: user.id
diff --git a/ee/config/metrics/counts_7d/count_distinct_user_id_from_click_export_group_members_as_csv_weekly.yml b/ee/config/metrics/counts_7d/count_distinct_user_id_from_click_export_group_members_as_csv_weekly.yml
new file mode 100644
index 0000000000000000000000000000000000000000..5a26fb22e883c66f7128d434d1f98d79be666240
--- /dev/null
+++ b/ee/config/metrics/counts_7d/count_distinct_user_id_from_click_export_group_members_as_csv_weekly.yml
@@ -0,0 +1,20 @@
+---
+key_path: redis_hll_counters.count_distinct_user_id_from_click_export_group_members_as_csv_weekly
+description: Weekly count of unique users that export group members as CSV
+product_group: tenant_scale
+performance_indicator_type: []
+value_type: number
+status: active
+milestone: '17.5'
+introduced_by_url: https://gitlab.com/gitlab-org/gitlab/-/merge_requests/168243
+time_frame: 7d
+data_source: internal_events
+data_category: optional
+distribution:
+- ee
+tier:
+- premium
+- ultimate
+events:
+- name: click_export_group_members_as_csv
+  unique: user.id