diff --git a/api4/team.go b/api4/team.go
index 0319d0b566..ba3e9e8d2c 100644
--- a/api4/team.go
+++ b/api4/team.go
@@ -6,11 +6,14 @@ package api4
 import (
 	"bytes"
 	"encoding/base64"
+	"encoding/json"
 	"fmt"
 	"io"
 	"io/ioutil"
 	"net/http"
+	"regexp"
 	"strconv"
+	"strings"
 
 	"github.com/mattermost/mattermost-server/model"
 )
@@ -18,8 +21,15 @@ import (
 const (
 	MAX_ADD_MEMBERS_BATCH    = 20
 	MAXIMUM_BULK_IMPORT_SIZE = 10 * 1024 * 1024
+	groupIDsParamPattern     = "[^a-zA-Z0-9,]*"
 )
 
+var groupIDsQueryParamRegex *regexp.Regexp
+
+func init() {
+	groupIDsQueryParamRegex = regexp.MustCompile(groupIDsParamPattern)
+}
+
 func (api *API) InitTeam() {
 	api.BaseRoutes.Teams.Handle("", api.ApiSessionRequired(createTeam)).Methods("POST")
 	api.BaseRoutes.Teams.Handle("", api.ApiSessionRequired(getAllTeams)).Methods("GET")
@@ -58,6 +68,8 @@ func (api *API) InitTeam() {
 	api.BaseRoutes.Team.Handle("/invite/email", api.ApiSessionRequired(inviteUsersToTeam)).Methods("POST")
 	api.BaseRoutes.Teams.Handle("/invites/email", api.ApiSessionRequired(invalidateAllEmailInvites)).Methods("DELETE")
 	api.BaseRoutes.Teams.Handle("/invite/{invite_id:[A-Za-z0-9]+}", api.ApiHandler(getInviteInfo)).Methods("GET")
+
+	api.BaseRoutes.Teams.Handle("/{team_id:[A-Za-z0-9]+}/members_minus_group_members", api.ApiSessionRequired(teamMembersMinusGroupMembers)).Methods("GET")
 }
 
 func createTeam(c *Context, w http.ResponseWriter, r *http.Request) {
@@ -1082,3 +1094,53 @@ func updateTeamScheme(c *Context, w http.ResponseWriter, r *http.Request) {
 
 	ReturnStatusOK(w)
 }
+
+func teamMembersMinusGroupMembers(c *Context, w http.ResponseWriter, r *http.Request) {
+	c.RequireTeamId()
+	if c.Err != nil {
+		return
+	}
+
+	groupIDsParam := groupIDsQueryParamRegex.ReplaceAllString(c.Params.GroupIDs, "")
+
+	if len(groupIDsParam) < 26 {
+		c.SetInvalidParam("group_ids")
+		return
+	}
+
+	groupIDs := []string{}
+	for _, gid := range strings.Split(c.Params.GroupIDs, ",") {
+		if len(gid) != 26 {
+			c.SetInvalidParam("group_ids")
+			return
+		}
+		groupIDs = append(groupIDs, gid)
+	}
+
+	if !c.App.SessionHasPermissionTo(c.App.Session, model.PERMISSION_MANAGE_SYSTEM) {
+		c.SetPermissionError(model.PERMISSION_MANAGE_SYSTEM)
+		return
+	}
+
+	users, totalCount, err := c.App.TeamMembersMinusGroupMembers(
+		c.Params.TeamId,
+		groupIDs,
+		c.Params.Page,
+		c.Params.PerPage,
+	)
+	if err != nil {
+		c.Err = err
+		return
+	}
+
+	b, marshalErr := json.Marshal(&model.UsersWithGroupsAndCount{
+		Users: users,
+		Count: totalCount,
+	})
+	if marshalErr != nil {
+		c.Err = model.NewAppError("Api4.teamMembersMinusGroupMembers", "api.marshal_error", nil, marshalErr.Error(), http.StatusInternalServerError)
+		return
+	}
+
+	w.Write(b)
+}
diff --git a/api4/team_test.go b/api4/team_test.go
index 6616098b53..6ae57144e6 100644
--- a/api4/team_test.go
+++ b/api4/team_test.go
@@ -2488,3 +2488,96 @@ func TestUpdateTeamScheme(t *testing.T) {
 	_, resp = th.SystemAdminClient.UpdateTeamScheme(team.Id, teamScheme.Id)
 	CheckUnauthorizedStatus(t, resp)
 }
+
+func TestTeamMembersMinusGroupMembers(t *testing.T) {
+	th := Setup().InitBasic()
+	defer th.TearDown()
+
+	user1 := th.BasicUser
+	user2 := th.BasicUser2
+
+	team := th.CreateTeam()
+	team.GroupConstrained = model.NewBool(true)
+	team, err := th.App.UpdateTeam(team)
+	require.Nil(t, err)
+
+	_, err = th.App.AddTeamMember(team.Id, user1.Id)
+	require.Nil(t, err)
+	_, err = th.App.AddTeamMember(team.Id, user2.Id)
+	require.Nil(t, err)
+
+	group1 := th.CreateGroup()
+	group2 := th.CreateGroup()
+
+	_, err = th.App.CreateOrRestoreGroupMember(group1.Id, user1.Id)
+	require.Nil(t, err)
+	_, err = th.App.CreateOrRestoreGroupMember(group2.Id, user2.Id)
+	require.Nil(t, err)
+
+	// No permissions
+	_, _, res := th.Client.TeamMembersMinusGroupMembers(team.Id, []string{group1.Id, group2.Id}, 0, 100, "")
+	require.Equal(t, "api.context.permissions.app_error", res.Error.Id)
+
+	testCases := map[string]struct {
+		groupIDs        []string
+		page            int
+		perPage         int
+		length          int
+		count           int
+		otherAssertions func([]*model.UserWithGroups)
+	}{
+		"All groups, expect no users removed": {
+			groupIDs: []string{group1.Id, group2.Id},
+			page:     0,
+			perPage:  100,
+			length:   0,
+			count:    0,
+		},
+		"Some nonexistent group, page 0": {
+			groupIDs: []string{model.NewId()},
+			page:     0,
+			perPage:  1,
+			length:   1,
+			count:    2,
+		},
+		"Some nonexistent group, page 1": {
+			groupIDs: []string{model.NewId()},
+			page:     1,
+			perPage:  1,
+			length:   1,
+			count:    2,
+		},
+		"One group, expect one user removed": {
+			groupIDs: []string{group1.Id},
+			page:     0,
+			perPage:  100,
+			length:   1,
+			count:    1,
+			otherAssertions: func(uwg []*model.UserWithGroups) {
+				require.Equal(t, uwg[0].Id, user2.Id)
+			},
+		},
+		"Other group, expect other user removed": {
+			groupIDs: []string{group2.Id},
+			page:     0,
+			perPage:  100,
+			length:   1,
+			count:    1,
+			otherAssertions: func(uwg []*model.UserWithGroups) {
+				require.Equal(t, uwg[0].Id, user1.Id)
+			},
+		},
+	}
+
+	for name, tc := range testCases {
+		t.Run(name, func(t *testing.T) {
+			uwg, count, res := th.SystemAdminClient.TeamMembersMinusGroupMembers(team.Id, tc.groupIDs, tc.page, tc.perPage, "")
+			require.Nil(t, res.Error)
+			require.Len(t, uwg, tc.length)
+			require.Equal(t, tc.count, int(count))
+			if tc.otherAssertions != nil {
+				tc.otherAssertions(uwg)
+			}
+		})
+	}
+}
diff --git a/app/group.go b/app/group.go
index 52ac8d4ea0..836f00f34b 100644
--- a/app/group.go
+++ b/app/group.go
@@ -4,6 +4,8 @@
 package app
 
 import (
+	"strings"
+
 	"github.com/mattermost/mattermost-server/model"
 )
 
@@ -160,3 +162,62 @@ func (a *App) GetGroupsByTeam(teamId string, opts model.GroupSearchOpts) ([]*mod
 func (a *App) GetGroups(page, perPage int, opts model.GroupSearchOpts) ([]*model.Group, *model.AppError) {
 	return a.Srv.Store.Group().GetGroups(page, perPage, opts)
 }
+
+// TeamMembersMinusGroupMembers returns the set of users on the given team minus the set of users in the given
+// groups.
+//
+// The result can be used, for example, to determine the set of users who would be removed from a team if the team
+// were group-constrained with the given groups.
+func (a *App) TeamMembersMinusGroupMembers(teamID string, groupIDs []string, page, perPage int) ([]*model.UserWithGroups, int64, *model.AppError) {
+	users, err := a.Srv.Store.Group().TeamMembersMinusGroupMembers(teamID, groupIDs, page, perPage)
+	if err != nil {
+		return nil, 0, err
+	}
+
+	// parse all group ids of all users
+	allUsersGroupIDMap := map[string]bool{}
+	for _, user := range users {
+		for _, groupID := range strings.Split(user.GroupIDs, ",") {
+			allUsersGroupIDMap[groupID] = true
+		}
+	}
+
+	// create a slice of distinct group ids
+	var allUsersGroupIDSlice []string
+	for key := range allUsersGroupIDMap {
+		allUsersGroupIDSlice = append(allUsersGroupIDSlice, key)
+	}
+
+	// retrieve groups from DB
+	groups, err := a.GetGroupsByIDs(allUsersGroupIDSlice)
+	if err != nil {
+		return nil, 0, err
+	}
+
+	// map groups by id
+	groupMap := map[string]*model.Group{}
+	for _, group := range groups {
+		groupMap[group.Id] = group
+	}
+
+	// populate each instance's groups field
+	for _, user := range users {
+		user.Groups = []*model.Group{}
+		for _, groupID := range strings.Split(user.GroupIDs, ",") {
+			group, ok := groupMap[groupID]
+			if ok {
+				user.Groups = append(user.Groups, group)
+			}
+		}
+	}
+
+	totalCount, err := a.Srv.Store.Group().CountTeamMembersMinusGroupMembers(teamID, groupIDs)
+	if err != nil {
+		return nil, 0, err
+	}
+	return users, totalCount, nil
+}
+
+func (a *App) GetGroupsByIDs(groupIDs []string) ([]*model.Group, *model.AppError) {
+	return a.Srv.Store.Group().GetByIDs(groupIDs)
+}
diff --git a/model/client4.go b/model/client4.go
index d90ec78638..d12f717a53 100644
--- a/model/client4.go
+++ b/model/client4.go
@@ -4412,3 +4412,15 @@ func (c *Client4) PatchGroupSyncable(groupID, syncableID string, syncableType Gr
 	defer closeBody(r)
 	return GroupSyncableFromJson(r.Body), BuildResponse(r)
 }
+
+func (c *Client4) TeamMembersMinusGroupMembers(teamID string, groupIDs []string, page, perPage int, etag string) ([]*UserWithGroups, int64, *Response) {
+	groupIDStr := strings.Join(groupIDs, ",")
+	query := fmt.Sprintf("?group_ids=%s&page=%d&per_page=%d", groupIDStr, page, perPage)
+	r, err := c.DoApiGet(c.GetTeamRoute(teamID)+"/members_minus_group_members"+query, etag)
+	if err != nil {
+		return nil, 0, BuildErrorResponse(r, err)
+	}
+	defer closeBody(r)
+	ugc := UsersWithGroupsAndCountFromJson(r.Body)
+	return ugc.Users, ugc.Count, BuildResponse(r)
+}
diff --git a/model/user.go b/model/user.go
index 09cf369713..48052f5902 100644
--- a/model/user.go
+++ b/model/user.go
@@ -8,6 +8,7 @@ import (
 	"encoding/json"
 	"fmt"
 	"io"
+	"io/ioutil"
 	"net/http"
 	"regexp"
 	"sort"
@@ -768,3 +769,24 @@ func IsValidLocale(locale string) bool {
 
 	return true
 }
+
+type UserWithGroups struct {
+	User
+	GroupIDs    string   `json:"-"`
+	Groups      []*Group `json:"groups"`
+	SchemeGuest bool     `json:"scheme_guest"`
+	SchemeUser  bool     `json:"scheme_user"`
+	SchemeAdmin bool     `json:"scheme_admin"`
+}
+
+type UsersWithGroupsAndCount struct {
+	Users []*UserWithGroups `json:"users"`
+	Count int64             `json:"total_count"`
+}
+
+func UsersWithGroupsAndCountFromJson(data io.Reader) *UsersWithGroupsAndCount {
+	uwg := &UsersWithGroupsAndCount{}
+	bodyBytes, _ := ioutil.ReadAll(data)
+	json.Unmarshal(bodyBytes, uwg)
+	return uwg
+}
diff --git a/store/sqlstore/group_supplier.go b/store/sqlstore/group_store.go
similarity index 90%
rename from store/sqlstore/group_supplier.go
rename to store/sqlstore/group_store.go
index 961f3dc7ad..6cc25c1b3e 100644
--- a/store/sqlstore/group_supplier.go
+++ b/store/sqlstore/group_store.go
@@ -7,8 +7,10 @@ import (
 	"database/sql"
 	"fmt"
 	"net/http"
+	"strings"
 
 	"github.com/Masterminds/squirrel"
+	sq "github.com/Masterminds/squirrel"
 
 	"github.com/mattermost/mattermost-server/model"
 	"github.com/mattermost/mattermost-server/store"
@@ -132,6 +134,19 @@ func (s *SqlGroupStore) Get(groupId string) store.StoreChannel {
 	})
 }
 
+func (s *SqlGroupStore) GetByIDs(groupIDs []string) ([]*model.Group, *model.AppError) {
+	var groups []*model.Group
+	query := s.getQueryBuilder().Select("*").From("UserGroups").Where(sq.Eq{"Id": groupIDs})
+	queryString, args, err := query.ToSql()
+	if err != nil {
+		return nil, model.NewAppError("SqlGroupStore.GetByIDs", "store.sql_group.app_error", nil, err.Error(), http.StatusInternalServerError)
+	}
+	if _, err := s.GetReplica().Select(&groups, queryString, args...); err != nil {
+		return nil, model.NewAppError("SqlGroupStore.GetByIDs", "store.select_error", nil, err.Error(), http.StatusInternalServerError)
+	}
+	return groups, nil
+}
+
 func (s *SqlGroupStore) GetByRemoteID(remoteID string, groupSource model.GroupSource) store.StoreChannel {
 	return store.Do(func(result *store.StoreResult) {
 
@@ -1035,3 +1050,81 @@ func (s *SqlGroupStore) GetGroups(page, perPage int, opts model.GroupSearchOpts)
 
 	return groups, nil
 }
+
+func (s *SqlGroupStore) teamMembersMinusGroupMembersQuery(teamID string, groupIDs []string, isCount bool) squirrel.SelectBuilder {
+	var selectStr string
+
+	if isCount {
+		selectStr = "count(DISTINCT Users.Id)"
+	} else {
+		tmpl := "Users.*, TeamMembers.SchemeGuest, TeamMembers.SchemeAdmin, TeamMembers.SchemeUser, %s AS GroupIDs"
+		if s.DriverName() == model.DATABASE_DRIVER_MYSQL {
+			selectStr = fmt.Sprintf(tmpl, "group_concat(UserGroups.Id)")
+		} else {
+			selectStr = fmt.Sprintf(tmpl, "string_agg(UserGroups.Id, ',')")
+		}
+	}
+
+	subQuery := s.getQueryBuilder().Select("GroupMembers.UserId").
+		From("GroupMembers").
+		Join("UserGroups ON UserGroups.Id = GroupMembers.GroupId").
+		Where("GroupMembers.DeleteAt = 0").
+		Where(fmt.Sprintf("GroupMembers.GroupId IN ('%s')", strings.Join(groupIDs, "', '")))
+
+	sql, _ := subQuery.MustSql()
+
+	query := s.getQueryBuilder().Select(selectStr).
+		From("TeamMembers").
+		Join("Teams ON Teams.Id = TeamMembers.TeamId").
+		Join("Users ON Users.Id = TeamMembers.UserId").
+		LeftJoin("Bots ON Bots.UserId = TeamMembers.UserId").
+		Join("GroupMembers ON GroupMembers.UserId = Users.Id").
+		Join("UserGroups ON UserGroups.Id = GroupMembers.GroupId").
+		Where("TeamMembers.DeleteAt = 0").
+		Where("Teams.DeleteAt = 0").
+		Where("Users.DeleteAt = 0").
+		Where("Bots.UserId IS NULL").
+		Where("Teams.Id = ?", teamID).
+		Where(fmt.Sprintf("Users.Id NOT IN (%s)", sql))
+
+	if !isCount {
+		query = query.GroupBy("Users.Id, TeamMembers.SchemeGuest, TeamMembers.SchemeAdmin, TeamMembers.SchemeUser")
+	}
+
+	return query
+}
+
+// TeamMembersMinusGroupMembers returns the set of users on the given team minus the set of users in the given
+// groups.
+func (s *SqlGroupStore) TeamMembersMinusGroupMembers(teamID string, groupIDs []string, page, perPage int) ([]*model.UserWithGroups, *model.AppError) {
+	query := s.teamMembersMinusGroupMembersQuery(teamID, groupIDs, false)
+	query = query.OrderBy("Users.Id").Limit(uint64(perPage)).Offset(uint64(page * perPage))
+
+	queryString, args, err := query.ToSql()
+	if err != nil {
+		return nil, model.NewAppError("SqlGroupStore.TeamMembersMinusGroupMembers", "store.sql_group.app_error", nil, err.Error(), http.StatusInternalServerError)
+	}
+
+	var users []*model.UserWithGroups
+	if _, err = s.GetReplica().Select(&users, queryString, args...); err != nil {
+		return nil, model.NewAppError("SqlGroupStore.TeamMembersMinusGroupMembers", "store.select_error", nil, err.Error(), http.StatusInternalServerError)
+	}
+
+	return users, nil
+}
+
+// CountTeamMembersMinusGroupMembers returns the count of the set of users on the given team minus the set of users
+// in the given groups.
+func (s *SqlGroupStore) CountTeamMembersMinusGroupMembers(teamID string, groupIDs []string) (int64, *model.AppError) {
+	queryString, args, err := s.teamMembersMinusGroupMembersQuery(teamID, groupIDs, true).ToSql()
+	if err != nil {
+		return 0, model.NewAppError("SqlGroupStore.CountTeamMembersMinusGroupMembers", "store.sql_group.app_error", nil, err.Error(), http.StatusInternalServerError)
+	}
+
+	var count int64
+	if count, err = s.GetReplica().SelectInt(queryString, args...); err != nil {
+		return 0, model.NewAppError("SqlGroupStore.CountTeamMembersMinusGroupMembers", "store.select_error", nil, err.Error(), http.StatusInternalServerError)
+	}
+
+	return count, nil
+}
diff --git a/store/store.go b/store/store.go
index b79ea001c2..75a21f94dd 100644
--- a/store/store.go
+++ b/store/store.go
@@ -571,6 +571,7 @@ type UserTermsOfServiceStore interface {
 type GroupStore interface {
 	Create(group *model.Group) StoreChannel
 	Get(groupID string) StoreChannel
+	GetByIDs(groupIDs []string) ([]*model.Group, *model.AppError)
 	GetByRemoteID(remoteID string, groupSource model.GroupSource) StoreChannel
 	GetAllBySource(groupSource model.GroupSource) StoreChannel
 	Update(group *model.Group) StoreChannel
@@ -601,6 +602,9 @@ type GroupStore interface {
 	CountGroupsByTeam(teamId string, opts model.GroupSearchOpts) (int64, *model.AppError)
 
 	GetGroups(page, perPage int, opts model.GroupSearchOpts) ([]*model.Group, *model.AppError)
+
+	TeamMembersMinusGroupMembers(teamID string, groupIDs []string, page, perPage int) ([]*model.UserWithGroups, *model.AppError)
+	CountTeamMembersMinusGroupMembers(teamID string, groupIDs []string) (int64, *model.AppError)
 }
 
 type LinkMetadataStore interface {
diff --git a/store/storetest/group_supplier.go b/store/storetest/group_store.go
similarity index 92%
rename from store/storetest/group_supplier.go
rename to store/storetest/group_store.go
index a5a5c3272f..9510a1761e 100644
--- a/store/storetest/group_supplier.go
+++ b/store/storetest/group_store.go
@@ -4,6 +4,9 @@
 package storetest
 
 import (
+	"fmt"
+	"math"
+	"sort"
 	"strings"
 	"testing"
 
@@ -15,6 +18,7 @@ import (
 func TestGroupStore(t *testing.T, ss store.Store) {
 	t.Run("Create", func(t *testing.T) { testGroupStoreCreate(t, ss) })
 	t.Run("Get", func(t *testing.T) { testGroupStoreGet(t, ss) })
+	t.Run("GetByIDs", func(t *testing.T) { testGroupStoreGetByIDs(t, ss) })
 	t.Run("GetByRemoteID", func(t *testing.T) { testGroupStoreGetByRemoteID(t, ss) })
 	t.Run("GetAllBySource", func(t *testing.T) { testGroupStoreGetAllByType(t, ss) })
 	t.Run("Update", func(t *testing.T) { testGroupStoreUpdate(t, ss) })
@@ -41,6 +45,8 @@ func TestGroupStore(t *testing.T, ss store.Store) {
 	t.Run("GetGroupsByTeam", func(t *testing.T) { testGetGroupsByTeam(t, ss) })
 
 	t.Run("GetGroups", func(t *testing.T) { testGetGroups(t, ss) })
+
+	t.Run("TeamMembersMinusGroupMembers", func(t *testing.T) { testTeamMembersMinusGroupMembers(t, ss) })
 }
 
 func testGroupStoreCreate(t *testing.T, ss store.Store) {
@@ -173,6 +179,40 @@ func testGroupStoreGet(t *testing.T, ss store.Store) {
 	require.Equal(t, res3.Err.Id, "store.sql_group.no_rows")
 }
 
+func testGroupStoreGetByIDs(t *testing.T, ss store.Store) {
+	var group1 *model.Group
+	var group2 *model.Group
+
+	for i := 0; i < 2; i++ {
+		group := &model.Group{
+			Name:        model.NewId(),
+			DisplayName: model.NewId(),
+			Description: model.NewId(),
+			Source:      model.GroupSourceLdap,
+			RemoteId:    model.NewId(),
+		}
+		res := <-ss.Group().Create(group)
+		require.Nil(t, res.Err)
+		group = res.Data.(*model.Group)
+		switch i {
+		case 0:
+			group1 = group
+		case 1:
+			group2 = group
+		}
+	}
+
+	groups, err := ss.Group().GetByIDs([]string{group1.Id, group2.Id})
+	require.Nil(t, err)
+	require.Len(t, groups, 2)
+
+	for i := 0; i < 2; i++ {
+		require.True(t, (groups[i].Id == group1.Id || groups[i].Id == group2.Id))
+	}
+
+	require.True(t, groups[0].Id != groups[1].Id)
+}
+
 func testGroupStoreGetByRemoteID(t *testing.T, ss store.Store) {
 	// Create a group
 	g1 := &model.Group{
@@ -2200,3 +2240,155 @@ func testGetGroups(t *testing.T, ss store.Store) {
 		})
 	}
 }
+
+func testTeamMembersMinusGroupMembers(t *testing.T, ss store.Store) {
+	const numberOfGroups = 3
+	const numberOfUsers = 4
+
+	groups := []*model.Group{}
+	users := []*model.User{}
+
+	team := &model.Team{
+		DisplayName:      model.NewId(),
+		Description:      model.NewId(),
+		CompanyName:      model.NewId(),
+		AllowOpenInvite:  false,
+		InviteId:         model.NewId(),
+		Name:             model.NewId(),
+		Email:            model.NewId() + "@simulator.amazonses.com",
+		Type:             model.TEAM_OPEN,
+		GroupConstrained: model.NewBool(true),
+	}
+	team, err := ss.Team().Save(team)
+	require.Nil(t, err)
+
+	for i := 0; i < numberOfUsers; i++ {
+		user := &model.User{
+			Email:    MakeEmail(),
+			Username: model.NewId(),
+		}
+		res := <-ss.User().Save(user)
+		require.Nil(t, res.Err)
+		user = res.Data.(*model.User)
+		users = append(users, user)
+
+		trueOrFalse := int(math.Mod(float64(i), 2)) == 0
+		res = <-ss.Team().SaveMember(&model.TeamMember{TeamId: team.Id, UserId: user.Id, SchemeUser: trueOrFalse, SchemeAdmin: !trueOrFalse}, 999)
+		require.Nil(t, res.Err)
+	}
+
+	for i := 0; i < numberOfGroups; i++ {
+		group := &model.Group{
+			Name:        fmt.Sprintf("n_%d_%s", i, model.NewId()),
+			DisplayName: model.NewId(),
+			Source:      model.GroupSourceLdap,
+			Description: model.NewId(),
+			RemoteId:    model.NewId(),
+		}
+		res := <-ss.Group().Create(group)
+		require.Nil(t, res.Err)
+		group = res.Data.(*model.Group)
+		groups = append(groups, group)
+	}
+
+	sort.Slice(users, func(i, j int) bool {
+		return users[i].Id < users[j].Id
+	})
+
+	// Add even users to even group, and the inverse
+	for i := 0; i < numberOfUsers; i++ {
+		groupIndex := int(math.Mod(float64(i), 2))
+		res := <-ss.Group().CreateOrRestoreMember(groups[groupIndex].Id, users[i].Id)
+		require.Nil(t, res.Err)
+
+		// Add everyone to group 2
+		res = <-ss.Group().CreateOrRestoreMember(groups[numberOfGroups-1].Id, users[i].Id)
+		require.Nil(t, res.Err)
+	}
+
+	testCases := map[string]struct {
+		expectedUserIDs    []string
+		expectedTotalCount int64
+		groupIDs           []string
+		page               int
+		perPage            int
+		setup              func()
+		teardown           func()
+	}{
+		"No group IDs, all members": {
+			expectedUserIDs:    []string{users[0].Id, users[1].Id, users[2].Id, users[3].Id},
+			expectedTotalCount: numberOfUsers,
+			groupIDs:           []string{},
+			page:               0,
+			perPage:            100,
+		},
+		"All members, page 1": {
+			expectedUserIDs:    []string{users[0].Id, users[1].Id},
+			expectedTotalCount: numberOfUsers,
+			groupIDs:           []string{},
+			page:               0,
+			perPage:            2,
+		},
+		"All members, page 2": {
+			expectedUserIDs:    []string{users[2].Id, users[3].Id},
+			expectedTotalCount: numberOfUsers,
+			groupIDs:           []string{},
+			page:               1,
+			perPage:            2,
+		},
+		"Group 1, even users would be removed": {
+			expectedUserIDs:    []string{users[0].Id, users[2].Id},
+			expectedTotalCount: 2,
+			groupIDs:           []string{groups[1].Id},
+			page:               0,
+			perPage:            100,
+		},
+		"Group 0, odd users would be removed": {
+			expectedUserIDs:    []string{users[1].Id, users[3].Id},
+			expectedTotalCount: 2,
+			groupIDs:           []string{groups[0].Id},
+			page:               0,
+			perPage:            100,
+		},
+		"All groups, no users would be removed": {
+			expectedUserIDs:    []string{},
+			expectedTotalCount: 0,
+			groupIDs:           []string{groups[0].Id, groups[1].Id},
+			page:               0,
+			perPage:            100,
+		},
+	}
+
+	mapUserIDs := func(users []*model.UserWithGroups) []string {
+		ids := []string{}
+		for _, user := range users {
+			ids = append(ids, user.Id)
+		}
+		return ids
+	}
+
+	for tcName, tc := range testCases {
+		t.Run(tcName, func(t *testing.T) {
+			if tc.setup != nil {
+				tc.setup()
+			}
+
+			if tc.teardown != nil {
+				defer tc.teardown()
+			}
+
+			actual, err := ss.Group().TeamMembersMinusGroupMembers(team.Id, tc.groupIDs, tc.page, tc.perPage)
+			require.Nil(t, err)
+			require.ElementsMatch(t, tc.expectedUserIDs, mapUserIDs(actual))
+
+			for _, user := range actual {
+				require.NotNil(t, user.GroupIDs)
+				require.True(t, (user.SchemeAdmin || user.SchemeUser))
+			}
+
+			actualCount, err := ss.Group().CountTeamMembersMinusGroupMembers(team.Id, tc.groupIDs)
+			require.Nil(t, err)
+			require.Equal(t, tc.expectedTotalCount, actualCount)
+		})
+	}
+}
diff --git a/store/storetest/mocks/GroupStore.go b/store/storetest/mocks/GroupStore.go
index f4b01d7eaa..e6533cadb4 100644
--- a/store/storetest/mocks/GroupStore.go
+++ b/store/storetest/mocks/GroupStore.go
@@ -109,6 +109,29 @@ func (_m *GroupStore) CountGroupsByTeam(teamId string, opts model.GroupSearchOpt
 	return r0, r1
 }
 
+// CountTeamMembersMinusGroupMembers provides a mock function with given fields: teamID, groupIDs
+func (_m *GroupStore) CountTeamMembersMinusGroupMembers(teamID string, groupIDs []string) (int64, *model.AppError) {
+	ret := _m.Called(teamID, groupIDs)
+
+	var r0 int64
+	if rf, ok := ret.Get(0).(func(string, []string) int64); ok {
+		r0 = rf(teamID, groupIDs)
+	} else {
+		r0 = ret.Get(0).(int64)
+	}
+
+	var r1 *model.AppError
+	if rf, ok := ret.Get(1).(func(string, []string) *model.AppError); ok {
+		r1 = rf(teamID, groupIDs)
+	} else {
+		if ret.Get(1) != nil {
+			r1 = ret.Get(1).(*model.AppError)
+		}
+	}
+
+	return r0, r1
+}
+
 // Create provides a mock function with given fields: group
 func (_m *GroupStore) Create(group *model.Group) store.StoreChannel {
 	ret := _m.Called(group)
@@ -280,6 +303,31 @@ func (_m *GroupStore) GetAllGroupSyncablesByGroupId(groupID string, syncableType
 	return r0, r1
 }
 
+// GetByIDs provides a mock function with given fields: groupIDs
+func (_m *GroupStore) GetByIDs(groupIDs []string) ([]*model.Group, *model.AppError) {
+	ret := _m.Called(groupIDs)
+
+	var r0 []*model.Group
+	if rf, ok := ret.Get(0).(func([]string) []*model.Group); ok {
+		r0 = rf(groupIDs)
+	} else {
+		if ret.Get(0) != nil {
+			r0 = ret.Get(0).([]*model.Group)
+		}
+	}
+
+	var r1 *model.AppError
+	if rf, ok := ret.Get(1).(func([]string) *model.AppError); ok {
+		r1 = rf(groupIDs)
+	} else {
+		if ret.Get(1) != nil {
+			r1 = ret.Get(1).(*model.AppError)
+		}
+	}
+
+	return r0, r1
+}
+
 // GetByRemoteID provides a mock function with given fields: remoteID, groupSource
 func (_m *GroupStore) GetByRemoteID(remoteID string, groupSource model.GroupSource) store.StoreChannel {
 	ret := _m.Called(remoteID, groupSource)
@@ -444,6 +492,31 @@ func (_m *GroupStore) GetMemberUsersPage(groupID string, offset int, limit int)
 	return r0
 }
 
+// TeamMembersMinusGroupMembers provides a mock function with given fields: teamID, groupIDs, page, perPage
+func (_m *GroupStore) TeamMembersMinusGroupMembers(teamID string, groupIDs []string, page int, perPage int) ([]*model.UserWithGroups, *model.AppError) {
+	ret := _m.Called(teamID, groupIDs, page, perPage)
+
+	var r0 []*model.UserWithGroups
+	if rf, ok := ret.Get(0).(func(string, []string, int, int) []*model.UserWithGroups); ok {
+		r0 = rf(teamID, groupIDs, page, perPage)
+	} else {
+		if ret.Get(0) != nil {
+			r0 = ret.Get(0).([]*model.UserWithGroups)
+		}
+	}
+
+	var r1 *model.AppError
+	if rf, ok := ret.Get(1).(func(string, []string, int, int) *model.AppError); ok {
+		r1 = rf(teamID, groupIDs, page, perPage)
+	} else {
+		if ret.Get(1) != nil {
+			r1 = ret.Get(1).(*model.AppError)
+		}
+	}
+
+	return r0, r1
+}
+
 // TeamMembersToAdd provides a mock function with given fields: since
 func (_m *GroupStore) TeamMembersToAdd(since int64) ([]*model.UserTeamIDPair, *model.AppError) {
 	ret := _m.Called(since)
diff --git a/web/params.go b/web/params.go
index 7fafe4bbbf..6a7dac0079 100644
--- a/web/params.go
+++ b/web/params.go
@@ -68,6 +68,7 @@ type Params struct {
 	IncludeMemberCount     bool
 	NotAssociatedToGroup   string
 	ExcludeDefaultChannels bool
+	GroupIDs               string
 }
 
 func ParamsFromRequest(r *http.Request) *Params {
@@ -268,5 +269,7 @@ func ParamsFromRequest(r *http.Request) *Params {
 		params.ExcludeDefaultChannels = val
 	}
 
+	params.GroupIDs = query.Get("group_ids")
+
 	return params
 }