diff --git a/__tests__/fixtures/guildMember.fixture.ts b/__tests__/fixtures/guildMember.fixture.ts
index 008e002b..a49851d3 100644
--- a/__tests__/fixtures/guildMember.fixture.ts
+++ b/__tests__/fixtures/guildMember.fixture.ts
@@ -40,6 +40,16 @@ export const guildMemberFour = {
     discriminator: "4321"
 };
 
+export const guildMemberFive = {
+    discordId: "444444444",
+    username: "User4",
+    avatar: "AvatarLink",
+    roles: ["652345789987654321"],
+    joinedAt: new Date("2023-04-08"),
+    isBot: false,
+    discriminator: "4321"
+};
+
 export const insertGuildMembers = async function <Type>(guildMembers: Array<Type>, connection: Connection) {
     await connection.models.GuildMember.insertMany(guildMembers.map((guildMember) => (guildMember)));
 
diff --git a/__tests__/integration/memberActivity.test.ts b/__tests__/integration/memberActivity.test.ts
index 0b717757..48750bce 100644
--- a/__tests__/integration/memberActivity.test.ts
+++ b/__tests__/integration/memberActivity.test.ts
@@ -6,7 +6,7 @@ import dateUtils from '../../src/utils/date';
 import { userOne, insertUsers } from '../fixtures/user.fixture';
 import { userOneAccessToken } from '../fixtures/token.fixture';
 import { memberActivityOne, memberActivityTwo, memberActivityThree, memberActivityFour, insertMemberActivities } from '../fixtures/memberActivity.fixture';
-import { guildMemberOne, guildMemberTwo, guildMemberThree, guildMemberFour, insertGuildMembers } from '../fixtures/guildMember.fixture';
+import { guildMemberOne, guildMemberTwo, guildMemberThree, guildMemberFour, guildMemberFive, insertGuildMembers } from '../fixtures/guildMember.fixture';
 import { guildOne, guildTwo, insertGuilds } from '../fixtures/guilds.fixture';
 import { databaseService } from '@togethercrew.dev/db';
 import { role1, role2, role3, insertRoles } from '../fixtures/discord.roles.fixture';
@@ -330,10 +330,10 @@ describe('member-activity routes', () => {
             await insertGuildMembers([guildMemberOne, guildMemberTwo, guildMemberThree, guildMemberFour], connection);
 
             const yesterdayTimestamp = dateUtils.getYesterdayUTCtimestamp()
-            
+
             const date = new Date();
             date.setDate(date.getDate() - 2);
-            const twodaysAgoTimestamp = date.setHours(10,0,0,0);
+            const twodaysAgoTimestamp = date.setHours(10, 0, 0, 0);
 
             await Neo4j.write("match (n) detach delete (n);")
             await Neo4j.write(`CREATE (a:DiscordAccount) -[:IS_MEMBER]->(g:Guild {guildId: "${guildOne.guildId}"})
@@ -408,7 +408,7 @@ describe('member-activity routes', () => {
 
             const date = new Date();
             date.setDate(date.getDate() - 2);
-            const twodaysAgoTimestamp = date.setHours(0,0,0,0);
+            const twodaysAgoTimestamp = date.setHours(0, 0, 0, 0);
 
             await Neo4j.write("match (n) detach delete (n);")
             await Neo4j.write(`
@@ -482,7 +482,7 @@ describe('member-activity routes', () => {
 
             const date = new Date();
             date.setDate(date.getDate() - 2);
-            const twodaysAgoTimestamp = date.setHours(0,0,0,0);
+            const twodaysAgoTimestamp = date.setHours(0, 0, 0, 0);
 
             await Neo4j.write("match (n) detach delete (n);")
             await Neo4j.write(`
@@ -574,7 +574,7 @@ describe('member-activity routes', () => {
 
             const date = new Date();
             date.setDate(date.getDate() - 2);
-            const twodaysAgoTimestamp = date.setHours(0,0,0,0);
+            const twodaysAgoTimestamp = date.setHours(0, 0, 0, 0);
 
             // TODO: write neo4j queries in other file
             await Neo4j.write("match (n) detach delete (n);")
@@ -645,12 +645,12 @@ describe('member-activity routes', () => {
             await insertGuilds([guildOne]);
             await insertGuilds([guildTwo]);
             await insertGuildMembers([guildMemberOne, guildMemberTwo, guildMemberThree, guildMemberFour], connection);
-            
+
             const yesterdayTimestamp = dateUtils.getYesterdayUTCtimestamp()
 
             const date = new Date();
             date.setDate(date.getDate() - 2);
-            const twodaysAgoTimestamp = date.setHours(0,0,0,0);
+            const twodaysAgoTimestamp = date.setHours(0, 0, 0, 0);
 
             // TODO: write neo4j queries in other file
             await Neo4j.write("match (n) detach delete (n);")
@@ -737,7 +737,7 @@ describe('member-activity routes', () => {
             await insertUsers([userOne]);
             await insertGuilds([guildOne]);
             await insertMemberActivities([memberActivityOne, memberActivityTwo], connection);
-            await insertGuildMembers([guildMemberOne, guildMemberTwo, guildMemberThree, guildMemberFour], connection);
+            await insertGuildMembers([guildMemberOne, guildMemberTwo, guildMemberThree, guildMemberFour, guildMemberFive], connection);
             await insertRoles([role1, role2, role3], connection);
             const res = await request(app)
                 .get(`/api/v1/member-activity/${guildOne.guildId}/active-members-composition-table`)
@@ -1116,7 +1116,7 @@ describe('member-activity routes', () => {
             await insertUsers([userOne]);
             await insertGuilds([guildOne]);
             await insertMemberActivities([memberActivityOne, memberActivityTwo], connection);
-            await insertGuildMembers([guildMemberOne, guildMemberTwo, guildMemberThree, guildMemberFour], connection);
+            await insertGuildMembers([guildMemberOne, guildMemberTwo, guildMemberThree, guildMemberFour, guildMemberFive], connection);
             await insertRoles([role1, role2, role3], connection);
             const res = await request(app)
                 .get(`/api/v1/member-activity/${guildOne.guildId}/active-members-onboarding-table`)
@@ -1496,7 +1496,7 @@ describe('member-activity routes', () => {
             await insertUsers([userOne]);
             await insertGuilds([guildOne]);
             await insertMemberActivities([memberActivityOne, memberActivityTwo], connection);
-            await insertGuildMembers([guildMemberOne, guildMemberTwo, guildMemberThree, guildMemberFour], connection);
+            await insertGuildMembers([guildMemberOne, guildMemberTwo, guildMemberThree, guildMemberFour, guildMemberFive], connection);
             await insertRoles([role1, role2, role3], connection);
             const res = await request(app)
                 .get(`/api/v1/member-activity/${guildOne.guildId}/disengaged-members-composition-table`)
diff --git a/src/services/guildMember.service.ts b/src/services/guildMember.service.ts
index 56292fe3..0344bf01 100644
--- a/src/services/guildMember.service.ts
+++ b/src/services/guildMember.service.ts
@@ -34,6 +34,8 @@ async function queryGuildMembers(connection: Connection, filter: Filter, options
         let matchStage: any = {};
         let allActivityIds: string[] = [];
 
+        const memberActivityDate = await connection.models.MemberActivity.findOne().sort({ date: -1 }).select({ date: 1, _id: 0 });
+
         if (activityComposition && activityComposition.length > 0) {
             // If 'others' is in activityComposition, we exclude all IDs that are part of other activities
             if (activityComposition.includes('others')) {
@@ -65,6 +67,10 @@ async function queryGuildMembers(connection: Connection, filter: Filter, options
             matchStage.roles = { $in: roles };
         }
 
+        if (memberActivityDate) {
+            matchStage.joinedAt = { $lte: memberActivityDate.date };
+        }
+
         const totalResults = await connection.models.GuildMember.countDocuments(matchStage);
 
         const results = await connection.models.GuildMember.aggregate([
@@ -114,7 +120,7 @@ async function queryGuildMembers(connection: Connection, filter: Filter, options
     }
 }
 /**
- *  handel guild member roles and username
+ *  handel guild member roles, ngu, and username
  * @param {Array} guildMembers - guild members array.
  * @param {Array} roles - roles array.
  * @param {Any} memberActivity - The document containing the last member activity.