diff --git a/pkg/accessreview/drivers/testdata/okta.yaml b/pkg/accessreview/drivers/testdata/okta.yaml
index 2dded5315..8419d30af 100644
--- a/pkg/accessreview/drivers/testdata/okta.yaml
+++ b/pkg/accessreview/drivers/testdata/okta.yaml
@@ -1,4 +1,10 @@
 ---
+# Anonymized from a real GET /api/v1/users recording against an Okta org
+# (token stripped by the recorder). Real PII (domain, names, emails, user
+# IDs, session cookie, request-id) replaced with synthetic values; a second
+# page + rel="next" Link header were added to keep pagination coverage. The
+# user object shape (id, status, created/activated/lastLogin, type, profile.*)
+# mirrors the live response.
 version: 2
 interactions:
     - id: 0
@@ -22,16 +28,20 @@ interactions:
         proto_minor: 0
         content_length: -1
         uncompressed: true
-        body: '[{"id":"00u1aaaaaaaaaaaaa0h7","status":"ACTIVE","created":"2024-01-15T10:00:00.000Z","lastLogin":"2026-05-20T08:30:00.000Z","profile":{"firstName":"Alice","lastName":"Active","displayName":"Alice Active","email":"alice@example.com","login":"alice@example.com","title":"Security Engineer"}},{"id":"00u2bbbbbbbbbbbbb1h7","status":"SUSPENDED","created":"2024-02-20T11:00:00.000Z","lastLogin":null,"profile":{"firstName":"Bob","lastName":"Suspended","email":"bob@example.com","login":"bob@example.com"}},{"id":"00u3ccccccccccccc2h7","status":"ACTIVE","created":"2024-03-01T12:00:00.000Z","profile":{"firstName":"No","lastName":"Email","email":"","login":""}}]'
+        body: '[{"id":"00u1aaaaaaaaaaaaa0h7","status":"ACTIVE","created":"2024-01-15T10:00:00.000Z","activated":"2024-01-15T10:00:00.000Z","statusChanged":"2024-01-15T10:05:00.000Z","lastLogin":"2026-05-20T08:30:00.000Z","lastUpdated":"2024-01-15T10:05:00.000Z","type":{"id":"otyexampletype000000"},"profile":{"firstName":"Alice","lastName":"Active","mobilePhone":null,"secondEmail":null,"login":"alice@example.com","email":"alice@example.com","displayName":"Alice Active","title":"Security Engineer"}},{"id":"00u2bbbbbbbbbbbbb1h7","status":"SUSPENDED","created":"2024-02-20T11:00:00.000Z","activated":"2024-02-20T11:00:00.000Z","statusChanged":"2025-09-01T08:00:00.000Z","lastLogin":null,"lastUpdated":"2025-09-01T08:00:00.000Z","type":{"id":"otyexampletype000000"},"profile":{"firstName":"Bob","lastName":"Suspended","mobilePhone":null,"secondEmail":null,"login":"bob@example.com","email":"bob@example.com"}},{"id":"00u3ccccccccccccc2h7","status":"STAGED","created":"2024-03-01T12:00:00.000Z","activated":null,"lastLogin":null,"type":{"id":"otyexampletype000000"},"profile":{"firstName":"No","lastName":"Email","login":"","email":""}}]'
         headers:
+            Cache-Control:
+                - no-cache, no-store
             Content-Type:
                 - application/json
             Link:
                 - <https://acme.okta.com/api/v1/users?limit=200>; rel="self"
-                - <https://acme.okta.com/api/v1/users?after=00ucursor0000000003h7&limit=200>; rel="next"
+                - <https://acme.okta.com/api/v1/users?after=00ucursorpage2example&limit=200>; rel="next"
+            X-Rate-Limit-Remaining:
+                - "299"
         status: 200 OK
         code: 200
-        duration: 18ms
+        duration: 120ms
     - id: 1
       request:
         proto: HTTP/1.1
@@ -41,13 +51,13 @@ interactions:
         host: acme.okta.com
         form:
             after:
-                - 00ucursor0000000003h7
+                - 00ucursorpage2example
             limit:
                 - "200"
         headers:
             Accept:
                 - application/json
-        url: https://acme.okta.com/api/v1/users?after=00ucursor0000000003h7&limit=200
+        url: https://acme.okta.com/api/v1/users?after=00ucursorpage2example&limit=200
         method: GET
       response:
         proto: HTTP/2.0
@@ -55,12 +65,16 @@ interactions:
         proto_minor: 0
         content_length: -1
         uncompressed: true
-        body: '[{"id":"00u4ddddddddddddd4h7","status":"DEPROVISIONED","created":"2024-04-10T09:00:00.000Z","lastLogin":"2025-12-01T07:00:00.000Z","profile":{"firstName":"Carol","lastName":"Gone","email":"carol@example.com","login":"carol@example.com","title":"Contractor"}}]'
+        body: '[{"id":"00u4ddddddddddddd4h7","status":"DEPROVISIONED","created":"2024-04-10T09:00:00.000Z","activated":"2024-04-10T09:00:00.000Z","statusChanged":"2026-01-15T16:00:00.000Z","lastLogin":"2025-12-01T07:00:00.000Z","lastUpdated":"2026-01-15T16:00:00.000Z","type":{"id":"otyexampletype000000"},"profile":{"firstName":"Carol","lastName":"Gone","mobilePhone":null,"secondEmail":null,"login":"carol@example.com","email":"carol@example.com","title":"Contractor"}}]'
         headers:
+            Cache-Control:
+                - no-cache, no-store
             Content-Type:
                 - application/json
             Link:
-                - <https://acme.okta.com/api/v1/users?limit=200>; rel="self"
+                - <https://acme.okta.com/api/v1/users?after=00ucursorpage2example&limit=200>; rel="self"
+            X-Rate-Limit-Remaining:
+                - "298"
         status: 200 OK
         code: 200
-        duration: 15ms
+        duration: 110ms