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index f8c4eba9..eb125fc5 100644
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index 1b9e08ac..762064e1 100644
--- a/tests/unit/fixtures/vcr_cassettes/TestResults.test_data_links.yaml
+++ b/tests/unit/fixtures/vcr_cassettes/TestResults.test_data_links.yaml
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@@ -369,11 +372,11 @@ interactions:
       Vary:
       - Accept-Encoding, User-Agent
       Via:
-      - 1.1 f300b5f0c0ff51593fb31953294424c0.cloudfront.net (CloudFront)
+      - 1.1 a929b4bfaa0111e3feb7c4dbffdbd8d8.cloudfront.net (CloudFront)
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+      - salFIE2yXSjG9Sx6EaR68NQZLZIDrgw_3NaG6CSnC74FWRGMIK7a_A==
       X-Amz-Cf-Pop:
-      - PHL51-P1
+      - IAD79-C1
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       X-Content-Type-Options:
@@ -381,7 +384,7 @@ interactions:
       X-Frame-Options:
       - SAMEORIGIN
       X-Request-Id:
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       X-XSS-Protection:
       - 1; mode=block
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@@ -397,10 +400,10 @@ interactions:
       Connection:
       - keep-alive
     method: GET
-    uri: https://cmr.earthdata.nasa.gov/search/granules.umm_json?short_name=SEA_SURFACE_HEIGHT_ALT_GRIDS_L4_2SATS_5DAY_6THDEG_V_JPL2205&temporal%5B%5D=2020-01-01T00:00:00Z,2022-01-01T00:00:00Z&page_size=1
+    uri: https://cmr.earthdata.nasa.gov/search/granules.umm_json?page_size=1&short_name=SEA_SURFACE_HEIGHT_ALT_GRIDS_L4_2SATS_5DAY_6THDEG_V_JPL2205&temporal%5B%5D=2020-01-01T00%3A00%3A00Z%2C2022-01-01T00%3A00%3A00Z
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+      string: '{"hits":147,"took":250,"items":[{"meta":{"concept-type":"granule","concept-id":"G2546526969-POCLOUD","revision-id":2,"native-id":"ssh_grids_v2205_2020010212","collection-concept-id":"C2270392799-POCLOUD","provider-id":"POCLOUD","format":"application/vnd.nasa.cmr.umm+json","revision-date":"2023-01-11T00:16:28.862Z"},"umm":{"TemporalExtent":{"RangeDateTime":{"EndingDateTime":"2020-01-02T00:00:00.000Z","BeginningDateTime":"2020-01-02T00:00:00.000Z"}},"MetadataSpecification":{"URL":"https://cdn.earthdata.nasa.gov/umm/granule/v1.6.5","Name":"UMM-G","Version":"1.6.5"},"GranuleUR":"ssh_grids_v2205_2020010212","ProviderDates":[{"Type":"Insert","Date":"2023-01-11T00:16:13.878Z"},{"Type":"Update","Date":"2023-01-11T00:16:13.878Z"}],"SpatialExtent":{"HorizontalSpatialDomain":{"Geometry":{"BoundingRectangles":[{"WestBoundingCoordinate":0.083,"SouthBoundingCoordinate":-79.917,"EastBoundingCoordinate":180,"NorthBoundingCoordinate":79.917},{"WestBoundingCoordinate":-180,"SouthBoundingCoordinate":-79.917,"EastBoundingCoordinate":-0.083,"NorthBoundingCoordinate":79.917}]}}},"DataGranule":{"ArchiveAndDistributionInformation":[{"SizeUnit":"MB","Size":9.246453285217285,"Checksum":{"Value":"9002febf17632e5921eba5b8f62237e6","Algorithm":"MD5"},"SizeInBytes":9695609,"Name":"ssh_grids_v2205_2020010212.nc"},{"SizeUnit":"MB","Size":6.008148193359375E-5,"Checksum":{"Value":"b0c271019f89f876b2d3c0a9c46b8f77","Algorithm":"MD5"},"SizeInBytes":63,"Name":"ssh_grids_v2205_2020010212.nc.md5"}],"DayNightFlag":"Unspecified","ProductionDateTime":"2022-10-30T20:57:22.377Z"},"CollectionReference":{"Version":"2205","ShortName":"SEA_SURFACE_HEIGHT_ALT_GRIDS_L4_2SATS_5DAY_6THDEG_V_JPL2205"},"RelatedUrls":[{"URL":"https://archive.podaac.earthdata.nasa.gov/podaac-ops-cumulus-public/SEA_SURFACE_HEIGHT_ALT_GRIDS_L4_2SATS_5DAY_6THDEG_V_JPL2205/ssh_grids_v2205_2020010212.nc.md5","Description":"Download
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       CMR-Hits:
       - '147'
       CMR-Request-Id:
-      - 59762a2f-23b9-45a2-a99b-be84748be0e5
+      - a1e2fe1c-2e10-4f2c-8db8-a5dbcbbd1fa8
       CMR-Search-After:
       - '["pocloud",1577923200000,2546526969]'
       CMR-Took:
-      - '254'
+      - '252'
       Connection:
       - keep-alive
       Content-MD5:
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+      - a61b921f69eea84504a04df9da71b1cc33054817
       Content-Type:
       - application/vnd.nasa.cmr.umm_results+json;version=1.6.5; charset=utf-8
       Date:
-      - Tue, 09 Apr 2024 21:58:56 GMT
+      - Fri, 26 Apr 2024 19:01:07 GMT
       Server:
       - ServerTokens ProductOnly
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       Vary:
       - Accept-Encoding, User-Agent
       Via:
-      - 1.1 f300b5f0c0ff51593fb31953294424c0.cloudfront.net (CloudFront)
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       - SAMEORIGIN
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diff --git a/tests/unit/test_results.py b/tests/unit/test_results.py
index cc2f8d3a..c669e8d7 100644
--- a/tests/unit/test_results.py
+++ b/tests/unit/test_results.py
@@ -1,4 +1,7 @@
+import contextlib
+import json
 import logging
+import os.path
 
 import earthaccess
 from earthaccess.search import DataCollections
@@ -7,6 +10,8 @@
 logging.basicConfig()
 logging.getLogger("vcr").setLevel(logging.ERROR)
 
+REDACTED_STRING = "REDACTED"
+
 
 def unique_results(results):
     """
@@ -18,6 +23,38 @@ def unique_results(results):
     return len(unique_concept_ids) == len(results)
 
 
+def redact_login_request(request):
+    if "/api/users/" in request.path and "/api/users/tokens" not in request.path:
+        _, user_name = os.path.split(request.path)
+        request.uri = request.uri.replace(user_name, REDACTED_STRING)
+
+    return request
+
+
+def redact_key_values(keys_to_redact):
+    def redact(payload):
+        for key in keys_to_redact:
+            if key in payload:
+                payload[key] = REDACTED_STRING
+        return payload
+
+    def before_record_response(response):
+        body = response["body"]["string"].decode("utf8")
+
+        with contextlib.suppress(json.JSONDecodeError):
+            payload = json.loads(body)
+            redacted_payload = (
+                list(map(redact, payload))
+                if isinstance(payload, list)
+                else redact(payload)
+            )
+            response["body"]["string"] = json.dumps(redacted_payload).encode()
+
+        return response
+
+    return before_record_response
+
+
 class TestResults(VCRTestCase):
     def _get_vcr(self, **kwargs):
         myvcr = super(TestResults, self)._get_vcr(**kwargs)
@@ -41,6 +78,22 @@ def _get_vcr(self, **kwargs):
             "Set-Cookie",
             "User-Agent",
         ]
+        myvcr.filter_query_parameters = [
+            ("client_id", REDACTED_STRING),
+        ]
+
+        myvcr.before_record_response = redact_key_values(
+            [
+                "access_token",
+                "uid",
+                "first_name",
+                "last_name",
+                "email_address",
+                "nams_auid",
+            ]
+        )
+
+        myvcr.before_record_request = redact_login_request
 
         return myvcr
 
@@ -50,6 +103,7 @@ def test_data_links(self):
             temporal=("2020", "2022"),
             count=1,
         )
+
         g = granules[0]
         # `access` specified
         assert g.data_links(access="direct")[0].startswith("s3://")
@@ -118,7 +172,13 @@ def test_get_all_more_than_2k(self):
 
         # Assert that we performed a hits query and two search results queries
         self.assertEqual(len(self.cassette), 3)
-        self.assertEqual(len(granules), 2520)
+        self.assertEqual(
+            len(granules), int(self.cassette.responses[0]["headers"]["CMR-Hits"][0])
+        )
+        self.assertEqual(
+            len(granules),
+            min(3000, int(self.cassette.responses[0]["headers"]["CMR-Hits"][0])),
+        )
         self.assertTrue(unique_results(granules))
 
     def test_collections_less_than_2k(self):