diff --git a/cameleer-server-app/src/main/java/com/cameleer/server/app/search/ClickHouseSearchIndex.java b/cameleer-server-app/src/main/java/com/cameleer/server/app/search/ClickHouseSearchIndex.java
index 246557c1..7546cfd3 100644
--- a/cameleer-server-app/src/main/java/com/cameleer/server/app/search/ClickHouseSearchIndex.java
+++ b/cameleer-server-app/src/main/java/com/cameleer/server/app/search/ClickHouseSearchIndex.java
@@ -1,6 +1,7 @@
 package com.cameleer.server.app.search;
 
 import com.cameleer.server.core.alerting.AlertMatchSpec;
+import com.cameleer.server.core.search.AttributeFilter;
 import com.cameleer.server.core.search.ExecutionSummary;
 import com.cameleer.server.core.search.SearchRequest;
 import com.cameleer.server.core.search.SearchResult;
@@ -256,6 +257,23 @@ public class ClickHouseSearchIndex implements SearchIndex {
             params.add(likeTerm);
         }
 
+        // Structured attribute filters. Keys were validated at AttributeFilter construction
+        // time against ^[a-zA-Z0-9._-]+$ so they are safe to single-quote-inline; the JSON path
+        // argument of JSONExtractString does not accept a ? placeholder in ClickHouse JDBC
+        // (same constraint as countExecutionsForAlerting below). Values are parameter-bound.
+        for (AttributeFilter filter : request.attributeFilters()) {
+            String escapedKey = filter.key().replace("'", "\\'");
+            if (filter.isKeyOnly()) {
+                conditions.add("JSONHas(attributes, '" + escapedKey + "')");
+            } else if (filter.isWildcard()) {
+                conditions.add("JSONExtractString(attributes, '" + escapedKey + "') LIKE ?");
+                params.add(filter.toLikePattern());
+            } else {
+                conditions.add("JSONExtractString(attributes, '" + escapedKey + "') = ?");
+                params.add(filter.value());
+            }
+        }
+
         return String.join(" AND ", conditions);
     }
 
diff --git a/cameleer-server-app/src/test/java/com/cameleer/server/app/search/ClickHouseSearchIndexIT.java b/cameleer-server-app/src/test/java/com/cameleer/server/app/search/ClickHouseSearchIndexIT.java
index b1269825..7a5e73bd 100644
--- a/cameleer-server-app/src/test/java/com/cameleer/server/app/search/ClickHouseSearchIndexIT.java
+++ b/cameleer-server-app/src/test/java/com/cameleer/server/app/search/ClickHouseSearchIndexIT.java
@@ -2,6 +2,7 @@ package com.cameleer.server.app.search;
 
 import com.cameleer.server.app.storage.ClickHouseExecutionStore;
 import com.cameleer.server.core.ingestion.MergedExecution;
+import com.cameleer.server.core.search.AttributeFilter;
 import com.cameleer.server.core.search.ExecutionSummary;
 import com.cameleer.server.core.search.SearchRequest;
 import com.cameleer.server.core.search.SearchResult;
@@ -62,7 +63,7 @@ class ClickHouseSearchIndexIT {
                 500L,
                 "", "", "", "", "", "",
                 "hash-abc", "FULL",
-                "{\"order\":\"12345\"}", "", "", "", "", "", "{\"env\":\"prod\"}",
+                "", "", "", "", "", "", "{\"order\":\"12345\",\"tenant\":\"acme\"}",
                 "", "",
                 false, false,
                 null, null
@@ -79,7 +80,7 @@ class ClickHouseSearchIndexIT {
                 "java.lang.NPE\n  at Foo.bar(Foo.java:42)",
                 "NullPointerException", "RUNTIME", "", "",
                 "", "FULL",
-                "", "", "", "", "", "", "",
+                "", "", "", "", "", "", "{\"order\":\"99999\"}",
                 "", "",
                 false, false,
                 null, null
@@ -309,4 +310,59 @@ class ClickHouseSearchIndexIT {
         assertThat(result.total()).isEqualTo(1);
         assertThat(result.data().get(0).executionId()).isEqualTo("exec-1");
     }
+
+    @Test
+    void search_byAttributeFilter_exactMatch_matchesExec1() {
+        SearchRequest request = new SearchRequest(
+                null, null, null, null, null, null, null, null, null, null,
+                null, null, null, null, null, 0, 50, null, null, null, null,
+                List.of(new AttributeFilter("order", "12345")));
+
+        SearchResult<ExecutionSummary> result = searchIndex.search(request);
+
+        assertThat(result.total()).isEqualTo(1);
+        assertThat(result.data().get(0).executionId()).isEqualTo("exec-1");
+    }
+
+    @Test
+    void search_byAttributeFilter_keyOnly_matchesExec1AndExec2() {
+        SearchRequest request = new SearchRequest(
+                null, null, null, null, null, null, null, null, null, null,
+                null, null, null, null, null, 0, 50, null, null, null, null,
+                List.of(new AttributeFilter("order", null)));
+
+        SearchResult<ExecutionSummary> result = searchIndex.search(request);
+
+        assertThat(result.total()).isEqualTo(2);
+        assertThat(result.data()).extracting(ExecutionSummary::executionId)
+                .containsExactlyInAnyOrder("exec-1", "exec-2");
+    }
+
+    @Test
+    void search_byAttributeFilter_wildcardValue_matchesExec1Only() {
+        SearchRequest request = new SearchRequest(
+                null, null, null, null, null, null, null, null, null, null,
+                null, null, null, null, null, 0, 50, null, null, null, null,
+                List.of(new AttributeFilter("order", "123*")));
+
+        SearchResult<ExecutionSummary> result = searchIndex.search(request);
+
+        assertThat(result.total()).isEqualTo(1);
+        assertThat(result.data().get(0).executionId()).isEqualTo("exec-1");
+    }
+
+    @Test
+    void search_byAttributeFilter_multipleFiltersAreAnded() {
+        SearchRequest request = new SearchRequest(
+                null, null, null, null, null, null, null, null, null, null,
+                null, null, null, null, null, 0, 50, null, null, null, null,
+                List.of(
+                        new AttributeFilter("order", "12345"),
+                        new AttributeFilter("tenant", "acme")));
+
+        SearchResult<ExecutionSummary> result = searchIndex.search(request);
+
+        assertThat(result.total()).isEqualTo(1);
+        assertThat(result.data().get(0).executionId()).isEqualTo("exec-1");
+    }
 }