diff --git a/docs/en/operations/settings/settings.md b/docs/en/operations/settings/settings.md
index 0dee95e1aa7..de3cc00e4c9 100644
--- a/docs/en/operations/settings/settings.md
+++ b/docs/en/operations/settings/settings.md
@@ -4578,6 +4578,17 @@ Type: Int64
 
 Default: 0
 
+## rewrite_count_distinct_if_with_count_distinct_implementation
+
+Allows you to rewrite `countDistcintIf` with [count_distinct_implementation](#settings-count_distinct_implementation) setting.
+
+Possible values:
+
+- true — Allow.
+- false — Disallow.
+
+Default value: `false`.
+
 ## precise_float_parsing {#precise_float_parsing}
 
 Switches [Float32/Float64](../../sql-reference/data-types/float.md) parsing algorithms:
diff --git a/programs/server/config.d/clusters.xml b/programs/server/config.d/clusters.xml
new file mode 120000
index 00000000000..97289377736
--- /dev/null
+++ b/programs/server/config.d/clusters.xml
@@ -0,0 +1 @@
+../../../tests/config/config.d/clusters.xml
\ No newline at end of file
diff --git a/src/Core/Settings.h b/src/Core/Settings.h
index 0b4a4487839..2842f5a0faa 100644
--- a/src/Core/Settings.h
+++ b/src/Core/Settings.h
@@ -536,6 +536,7 @@ class IColumn;
     M(Bool, optimize_move_functions_out_of_any, false, "Move functions out of aggregate functions 'any', 'anyLast'.", 0) \
     M(Bool, optimize_normalize_count_variants, true, "Rewrite aggregate functions that semantically equals to count() as count().", 0) \
     M(Bool, optimize_injective_functions_inside_uniq, true, "Delete injective functions of one argument inside uniq*() functions.", 0) \
+    M(Bool, rewrite_count_distinct_if_with_count_distinct_implementation, false, "Rewrite countDistinctIf with count_distinct_implementation configuration", 0) \
     M(Bool, convert_query_to_cnf, false, "Convert SELECT query to CNF", 0) \
     M(Bool, optimize_or_like_chain, false, "Optimize multiple OR LIKE into multiMatchAny. This optimization should not be enabled by default, because it defies index analysis in some cases.", 0) \
     M(Bool, optimize_arithmetic_operations_in_aggregate_functions, true, "Move arithmetic operations out of aggregation functions", 0) \
diff --git a/src/Core/SettingsChangesHistory.h b/src/Core/SettingsChangesHistory.h
index 70b702f1b33..dcb67165add 100644
--- a/src/Core/SettingsChangesHistory.h
+++ b/src/Core/SettingsChangesHistory.h
@@ -80,6 +80,7 @@ namespace SettingsChangesHistory
 /// It's used to implement `compatibility` setting (see https://github.com/ClickHouse/ClickHouse/issues/35972)
 static std::map<ClickHouseVersion, SettingsChangesHistory::SettingsChanges> settings_changes_history =
 {
+    {"23.8", {{"rewrite_count_distinct_if_with_count_distinct_implementation", false, true, "Rewrite countDistinctIf with count_distinct_implementation configuration"}}},
     {"23.7", {{"function_sleep_max_microseconds_per_block", 0, 3000000, "In previous versions, the maximum sleep time of 3 seconds was applied only for `sleep`, but not for `sleepEachRow` function. In the new version, we introduce this setting. If you set compatibility with the previous versions, we will disable the limit altogether."}}},
     {"23.6", {{"http_send_timeout", 180, 30, "3 minutes seems crazy long. Note that this is timeout for a single network write call, not for the whole upload operation."},
               {"http_receive_timeout", 180, 30, "See http_send_timeout."}}},
diff --git a/src/Interpreters/TreeRewriter.cpp b/src/Interpreters/TreeRewriter.cpp
index 246843d39c2..5b384a5f74b 100644
--- a/src/Interpreters/TreeRewriter.cpp
+++ b/src/Interpreters/TreeRewriter.cpp
@@ -110,6 +110,9 @@ using CustomizeCountDistinctVisitor = InDepthNodeVisitor<OneTypeMatcher<Customiz
 char countifdistinct[] = "countifdistinct";
 using CustomizeCountIfDistinctVisitor = InDepthNodeVisitor<OneTypeMatcher<CustomizeFunctionsData<countifdistinct>>, true>;
 
+char countdistinctif[] = "countdistinctif";
+using CustomizeCountDistinctIfVisitor = InDepthNodeVisitor<OneTypeMatcher<CustomizeFunctionsData<countdistinctif>>, true>;
+
 char in[] = "in";
 using CustomizeInVisitor = InDepthNodeVisitor<OneTypeMatcher<CustomizeFunctionsData<in>>, true>;
 
@@ -1368,6 +1371,12 @@ void TreeRewriter::normalize(
     CustomizeIfDistinctVisitor::Data data_distinct_if{"DistinctIf"};
     CustomizeIfDistinctVisitor(data_distinct_if).visit(query);
 
+    if (settings.rewrite_count_distinct_if_with_count_distinct_implementation)
+    {
+        CustomizeCountDistinctIfVisitor::Data data_count_distinct_if{settings.count_distinct_implementation.toString() + "If"};
+        CustomizeCountDistinctIfVisitor(data_count_distinct_if).visit(query);
+    }
+
     ExistsExpressionVisitor::Data exists;
     ExistsExpressionVisitor(exists).visit(query);
 
diff --git a/tests/queries/0_stateless/02554_rewrite_count_distinct_if_with_count_distinct_implementation.reference b/tests/queries/0_stateless/02554_rewrite_count_distinct_if_with_count_distinct_implementation.reference
new file mode 100644
index 00000000000..efc3cd99060
--- /dev/null
+++ b/tests/queries/0_stateless/02554_rewrite_count_distinct_if_with_count_distinct_implementation.reference
@@ -0,0 +1,6 @@
+2
+SELECT countDistinctIf(number % 10, (number % 5) = 2)
+FROM numbers(1000)
+2
+SELECT uniqExactIf(number % 10, (number % 5) = 2)
+FROM numbers(1000)
diff --git a/tests/queries/0_stateless/02554_rewrite_count_distinct_if_with_count_distinct_implementation.sql b/tests/queries/0_stateless/02554_rewrite_count_distinct_if_with_count_distinct_implementation.sql
new file mode 100644
index 00000000000..a81f53c1ef6
--- /dev/null
+++ b/tests/queries/0_stateless/02554_rewrite_count_distinct_if_with_count_distinct_implementation.sql
@@ -0,0 +1,8 @@
+-- Tags: no-parallel
+SELECT countDistinctIf(number % 10, number % 5 = 2) FROM numbers(1000);
+EXPLAIN SYNTAX SELECT countDistinctIf(number % 10, number % 5 = 2) FROM numbers(1000);
+
+-- disable by default
+SET rewrite_count_distinct_if_with_count_distinct_implementation = 1;
+SELECT countDistinctIf(number % 10, number % 5 = 2) FROM numbers(1000);
+EXPLAIN SYNTAX SELECT countDistinctIf(number % 10, number % 5 = 2) FROM numbers(1000);