diff --git a/src/lib/db/client-applications-store.ts b/src/lib/db/client-applications-store.ts
index ea4958d5bc..300ba15449 100644
--- a/src/lib/db/client-applications-store.ts
+++ b/src/lib/db/client-applications-store.ts
@@ -10,6 +10,7 @@ import { Logger, LogProvider } from '../logger';
 import { Db } from './db';
 import { IApplicationOverview } from '../features/metrics/instance/models';
 import { applySearchFilters } from '../features/feature-search/search-utils';
+import { ApplicationOverviewIssuesSchema } from '../openapi/spec/application-overview-issues-schema';
 
 const COLUMNS = [
     'app_name',
@@ -305,7 +306,6 @@ export default class ClientApplicationsStore
                 );
             })
             .where('a.app_name', appName);
-
         const rows = await query;
         if (!rows.length) {
             throw new NotFoundError(`Could not find appName=${appName}`);
@@ -316,22 +316,41 @@ export default class ClientApplicationsStore
 
     mapApplicationOverviewData(rows: any[]): IApplicationOverview {
         const featureCount = new Set(rows.map((row) => row.feature_name)).size;
+        const missingFeatures: Set<string> = new Set();
 
         const environments = rows.reduce((acc, row) => {
-            const { environment, instance_id, sdk_version, last_seen } = row;
+            const {
+                environment,
+                instance_id,
+                sdk_version,
+                last_seen,
+                project,
+                feature_name,
+            } = row;
+
+            if (!environment) return acc;
+
+            if (!project && feature_name) {
+                missingFeatures.add(feature_name);
+            }
+
             let env = acc.find((e) => e.name === environment);
             if (!env) {
                 env = {
                     name: environment,
-                    instanceCount: 1,
+                    instanceCount: instance_id ? 1 : 0,
                     sdks: sdk_version ? [sdk_version] : [],
                     lastSeen: last_seen,
-                    uniqueInstanceIds: new Set([instance_id]),
+                    uniqueInstanceIds: new Set(
+                        instance_id ? [instance_id] : [],
+                    ),
                 };
                 acc.push(env);
             } else {
-                env.uniqueInstanceIds.add(instance_id);
-                env.instanceCount = env.uniqueInstanceIds.size;
+                if (instance_id && !env.uniqueInstanceIds.has(instance_id)) {
+                    env.uniqueInstanceIds.add(instance_id);
+                    env.instanceCount = env.uniqueInstanceIds.size;
+                }
                 if (sdk_version && !env.sdks.includes(sdk_version)) {
                     env.sdks.push(sdk_version);
                 }
@@ -342,12 +361,21 @@ export default class ClientApplicationsStore
 
             return acc;
         }, []);
-
         environments.forEach((env) => {
             delete env.uniqueInstanceIds;
             env.sdks.sort();
         });
 
+        const issues: ApplicationOverviewIssuesSchema[] =
+            missingFeatures.size > 0
+                ? [
+                      {
+                          type: 'missingFeatures',
+                          items: [...missingFeatures],
+                      },
+                  ]
+                : [];
+
         return {
             projects: [
                 ...new Set(
@@ -358,6 +386,7 @@ export default class ClientApplicationsStore
             ],
             featureCount,
             environments,
+            issues,
         };
     }
 }
diff --git a/src/lib/openapi/spec/application-overview-issues-schema.ts b/src/lib/openapi/spec/application-overview-issues-schema.ts
index 59ed456564..231915f767 100644
--- a/src/lib/openapi/spec/application-overview-issues-schema.ts
+++ b/src/lib/openapi/spec/application-overview-issues-schema.ts
@@ -9,7 +9,7 @@ export const applicationOverviewIssuesSchema = {
     properties: {
         type: {
             type: 'string',
-            enum: ['missingFeature', 'missingStrategy'],
+            enum: ['missingFeatures', 'missingStrategies'],
             description: 'The name of this action.',
         },
         items: {
diff --git a/src/lib/openapi/spec/application-overview-schema.test.ts b/src/lib/openapi/spec/application-overview-schema.test.ts
index 7edf749bc8..6e5b959a93 100644
--- a/src/lib/openapi/spec/application-overview-schema.test.ts
+++ b/src/lib/openapi/spec/application-overview-schema.test.ts
@@ -5,8 +5,8 @@ test('applicationOverviewSchema', () => {
         projects: ['default', 'dx'],
         featureCount: 12,
         issues: [
-            { type: 'missingFeature', items: ['feature1'] },
-            { type: 'missingStrategy', items: ['strategy1'] },
+            { type: 'missingFeatures', items: ['feature1'] },
+            { type: 'missingStrategies', items: ['strategy1'] },
         ],
         environments: [
             {
diff --git a/src/lib/openapi/spec/application-overview-schema.ts b/src/lib/openapi/spec/application-overview-schema.ts
index 6c484e7b77..6b11d7679e 100644
--- a/src/lib/openapi/spec/application-overview-schema.ts
+++ b/src/lib/openapi/spec/application-overview-schema.ts
@@ -8,7 +8,7 @@ export const applicationOverviewSchema = {
     description:
         "Data about an application that's connected to Unleash via an SDK.",
     additionalProperties: false,
-    required: ['projects', 'featureCount', 'environments'],
+    required: ['projects', 'featureCount', 'environments', 'issues'],
     properties: {
         projects: {
             description: 'The list of projects the application has been using.',
diff --git a/src/test/e2e/api/admin/applications.e2e.test.ts b/src/test/e2e/api/admin/applications.e2e.test.ts
index 2304faa043..3e4c3dcd03 100644
--- a/src/test/e2e/api/admin/applications.e2e.test.ts
+++ b/src/test/e2e/api/admin/applications.e2e.test.ts
@@ -122,6 +122,7 @@ test('should show correct number of total', async () => {
 
     const expected = {
         projects: ['default'],
+        issues: [],
         environments: [
             {
                 instanceCount: 2,
@@ -134,3 +135,49 @@ test('should show correct number of total', async () => {
 
     expect(body).toMatchObject(expected);
 });
+
+test('should show missing features', async () => {
+    await Promise.all([
+        app.createFeature('toggle-name-1'),
+        app.request.post('/api/client/register').send({
+            appName: metrics.appName,
+            instanceId: metrics.instanceId,
+            strategies: ['default'],
+            sdkVersion: 'unleash-client-test',
+            started: Date.now(),
+            interval: 10,
+        }),
+    ]);
+    await app.services.clientInstanceService.bulkAdd();
+    await app.request
+        .post('/api/client/metrics')
+        .set('Authorization', defaultToken.secret)
+        .send(metrics)
+        .expect(202);
+
+    await app.services.clientMetricsServiceV2.bulkAdd();
+
+    const { body } = await app.request
+        .get(`/api/admin/metrics/applications/${metrics.appName}/overview`)
+        .expect(200);
+
+    const expected = {
+        projects: ['default'],
+        issues: [
+            {
+                type: 'missingFeatures',
+                items: ['toggle-name-2', 'toggle-name-3'],
+            },
+        ],
+        environments: [
+            {
+                instanceCount: 1,
+                name: 'default',
+                sdks: ['unleash-client-test'],
+            },
+        ],
+        featureCount: 3,
+    };
+
+    expect(body).toMatchObject(expected);
+});