diff --git a/CHANGES b/CHANGES
index c3823d65..7546221a 100644
--- a/CHANGES
+++ b/CHANGES
@@ -1,6 +1,9 @@
 Unreleased
 ----------
 
+* Match query parameters independently of order in ``assert_call_count``,
+  including repeated values and bracket-encoded nested keys. See #822.
+
 * Fixed ``fragment_identifier_matcher`` ignoring blank-valued fragment
   parameters, which allowed missing or different parameters to match.
 * Added Python 3.14 support (classifiers, tox envlist, and CI test matrix). See #810
diff --git a/responses/__init__.py b/responses/__init__.py
index 5b1546a3..09842014 100644
--- a/responses/__init__.py
+++ b/responses/__init__.py
@@ -1281,12 +1281,21 @@ def stop(self, allow_assert: bool = True) -> None:
             )
 
     def assert_call_count(self, url: str, count: int) -> bool:
+        target = _ensure_url_default_path(url)
+        target_parts = urlsplit(str(target))
+        target_base = urlunsplit(target_parts._replace(query=""))
+        target_qsl = sorted(parse_qsl(target_parts.query, keep_blank_values=True))
+
+        def _url_matches_target(request_url: Optional[str]) -> bool:
+            if request_url is None:
+                return False
+            req_parts = urlsplit(request_url)
+            req_base = urlunsplit(req_parts._replace(query=""))
+            req_qsl = sorted(parse_qsl(req_parts.query, keep_blank_values=True))
+            return req_base == target_base and req_qsl == target_qsl
+
         call_count = len(
-            [
-                1
-                for call in self.calls
-                if call.request.url == _ensure_url_default_path(url)
-            ]
+            [1 for call in self.calls if _url_matches_target(call.request.url)]
         )
         if call_count == count:
             return True
diff --git a/responses/tests/test_responses.py b/responses/tests/test_responses.py
index bc8f1e04..68e99f8f 100644
--- a/responses/tests/test_responses.py
+++ b/responses/tests/test_responses.py
@@ -2094,6 +2094,52 @@ def run():
     assert_reset()
 
 
+def test_assert_call_count_query_param_order():
+    """assert_call_count matches URLs with query params in any order."""
+
+    @responses.activate
+    def run():
+        responses.add(responses.GET, "http://example.com/api", body="ok")
+
+        # Make a request; requests preserves the insertion order of params.
+        requests.get("http://example.com/api", params={"b": "2", "a": "1"})
+        # The stored URL is ?b=2&a=1.  Asserting with reversed order must still pass.
+        assert responses.assert_call_count("http://example.com/api?a=1&b=2", 1) is True
+        # Asserting with the original order must also pass.
+        assert responses.assert_call_count("http://example.com/api?b=2&a=1", 1) is True
+
+    run()
+    assert_reset()
+
+
+@pytest.mark.parametrize(
+    "query",
+    [
+        "filter[name]=alice&filter[roles][]=reader&filter[roles][]=writer",
+        "filter[roles][]=writer&filter[name]=alice&filter[roles][]=reader",
+        "filter%5Broles%5D%5B%5D=reader&filter%5Broles%5D%5B%5D=writer&filter%5Bname%5D=alice",
+    ],
+)
+def test_assert_call_count_nested_query_params(query):  # type: ignore[misc]
+    with responses.RequestsMock() as mock:
+        url = "http://example.com/api"
+        mock.get(url, body="ok")
+        requests.get(
+            url,
+            params={"filter[name]": "alice", "filter[roles][]": ["writer", "reader"]},
+        )
+
+        assert mock.assert_call_count(f"{url}?{query}", 1) is True
+        # Missing, changed, or duplicated nested values must not match.
+        for other in (
+            "filter[name]=alice&filter[roles][]=reader",
+            "filter[name]=bob&filter[roles][]=writer&filter[roles][]=reader",
+            "filter[name]=alice&filter[roles][]=writer"
+            "&filter[roles][]=reader&filter[roles][]=reader",
+        ):
+            assert mock.assert_call_count(f"{url}?{other}", 0) is True
+
+
 def test_call_count_with_matcher():
     @responses.activate
     def run():