diff --git a/.github/workflows/test.yaml b/.github/workflows/test.yaml
index a296c9f..bdc145b 100644
--- a/.github/workflows/test.yaml
+++ b/.github/workflows/test.yaml
@@ -17,6 +17,10 @@ jobs:
           POSTGRES_PASSWORD: postgres
         ports:
           - 5432:5432
+      redis:
+        image: redis:6.0
+        ports:
+          - 6379:6379
     env:
       RP_SIDEKICK_DATABASE: postgres://postgres:postgres@localhost/rp_sidekick
     steps:
diff --git a/config/settings/base.py b/config/settings/base.py
index c81eff7..e987a38 100644
--- a/config/settings/base.py
+++ b/config/settings/base.py
@@ -223,3 +223,5 @@
     # something more human-readable.
     # release="myapp@1.0.0",
 )
+
+REDIS_URL = os.environ.get("REDIS_URL", "redis://localhost:6379/0")
diff --git a/rp_yal/tests/test_utils.py b/rp_yal/tests/test_utils.py
index ec328f9..fb5a63a 100644
--- a/rp_yal/tests/test_utils.py
+++ b/rp_yal/tests/test_utils.py
@@ -5,6 +5,7 @@
 from freezegun import freeze_time
 
 from rp_yal import utils
+from rp_yal.utils import redis_conn
 from sidekick.tests.utils import create_org
 
 TEST_CONTENT_SETS = [
@@ -495,3 +496,38 @@ def test_get_first_matching_content_set_no_matches(self):
         contentset_id = utils.get_first_matching_content_set(TEST_CONTENT_SETS, fields)
 
         self.assertEqual(contentset_id, 3)
+
+
+class GetUniquePageSeenIds(TestCase):
+    def setUp(self):
+        self.org = create_org()
+
+    def tearDown(self):
+        redis_conn.delete("page_seen_ids_27831231234")
+
+    @responses.activate
+    def test_get_unique_page_seen_ids_cache(self):
+        msisdn = "27831231234"
+        responses.add(
+            method=responses.GET,
+            url="http://contentrepo/api/v2/custom/pageviews/",
+            json={
+                "results": [
+                    {"page": 164},
+                    {"page": 165},
+                    {"page": 166},
+                ],
+            },
+            status=200,
+            match=[
+                responses.matchers.query_param_matcher(
+                    {"data__user_addr": msisdn, "unique_pages": "true"}
+                )
+            ],
+        )
+
+        ids = utils.get_unique_page_seen_ids(self.org, msisdn)
+        self.assertEqual(ids, [164, 165, 166])
+        ids = utils.get_unique_page_seen_ids(self.org, msisdn)
+        self.assertEqual(ids, [164, 165, 166])
+        self.assertEqual(len(responses.calls), 1)
diff --git a/rp_yal/utils.py b/rp_yal/utils.py
index 2f6bba2..67c1a0a 100644
--- a/rp_yal/utils.py
+++ b/rp_yal/utils.py
@@ -1,8 +1,11 @@
 from datetime import datetime
 from urllib.parse import urljoin
 
+import redis
 import requests
 
+redis_conn = redis.StrictRedis(decode_responses=True)
+
 
 def get_ordered_content_set(org, fields):
     search_term = None
@@ -208,6 +211,11 @@ def get_first_matching_content_set(contentsets, fields):
 
 
 def get_unique_page_seen_ids(org, msisdn):
+    key_name = f"page_seen_ids_{msisdn}"
+
+    if redis_conn.get(key_name):
+        return [int(id) for id in redis_conn.get(key_name).split(",")]
+
     params = {
         "data__user_addr": msisdn,
         "unique_pages": "true",
@@ -220,7 +228,13 @@ def get_unique_page_seen_ids(org, msisdn):
     response.raise_for_status()
 
     pages_seen = response.json()
-    return [p["page"] for p in pages_seen["results"]]
+    ids = [p["page"] for p in pages_seen["results"]]
+
+    value = ",".join([str(id) for id in ids])
+    redis_conn.set(key_name, value)
+    redis_conn.expire(key_name, time=5 * 60 * 60)
+
+    return ids
 
 
 def get_contentrepo_headers(org):
@@ -250,5 +264,6 @@ def get_contentset(org, contentset_id, msisdn):
         if page["id"] not in pages_seen_ids:
             unseen_pages.append(page)
     contentset_data["pages"] = unseen_pages
+    contentset_data["pages_seen_ids"] = pages_seen_ids
 
     return contentset_data
diff --git a/setup.py b/setup.py
index 1c330aa..df20583 100644
--- a/setup.py
+++ b/setup.py
@@ -21,7 +21,7 @@
         "phonenumbers==8.10.23",
         "psycopg2-binary==2.8.6",
         "rapidpro-python==2.6.1",
-        "redis==4.4.4",
+        "redis==4.5.4",
         "whitenoise==4.1.4",
         "raven==6.10.0",
         "hashids==1.3.1",