diff --git a/pinot-broker/src/main/java/org/apache/pinot/broker/requesthandler/BaseSingleStageBrokerRequestHandler.java b/pinot-broker/src/main/java/org/apache/pinot/broker/requesthandler/BaseSingleStageBrokerRequestHandler.java
index 65a2d0a79ef..b8c04140dc7 100644
--- a/pinot-broker/src/main/java/org/apache/pinot/broker/requesthandler/BaseSingleStageBrokerRequestHandler.java
+++ b/pinot-broker/src/main/java/org/apache/pinot/broker/requesthandler/BaseSingleStageBrokerRequestHandler.java
@@ -601,7 +601,8 @@ protected BrokerResponse handleRequest(long requestId, String query, SqlNodeAndO
       }
 
       if (offlineBrokerRequest == null && realtimeBrokerRequest == null) {
-        return getEmptyBrokerOnlyResponse(pinotQuery, requestContext, tableName, requesterIdentity);
+        return getEmptyBrokerOnlyResponse(pinotQuery, requestContext, tableName, requesterIdentity, schema, query,
+            database);
       }
 
       if (offlineBrokerRequest != null && isFilterAlwaysTrue(offlineBrokerRequest.getPinotQuery())) {
@@ -710,7 +711,8 @@ protected BrokerResponse handleRequest(long requestId, String query, SqlNodeAndO
           return new BrokerResponseNative(exceptions);
         } else {
           // When all segments have been pruned, we can just return an empty response.
-          return getEmptyBrokerOnlyResponse(pinotQuery, requestContext, tableName, requesterIdentity);
+          return getEmptyBrokerOnlyResponse(pinotQuery, requestContext, tableName, requesterIdentity, schema, query,
+              database);
         }
       }
       long routingEndTimeNs = System.nanoTime();
@@ -895,7 +897,7 @@ private static String getRoutingPolicy(TableConfig tableConfig) {
   }
 
   private BrokerResponseNative getEmptyBrokerOnlyResponse(PinotQuery pinotQuery, RequestContext requestContext,
-      String tableName, @Nullable RequesterIdentity requesterIdentity) {
+      String tableName, @Nullable RequesterIdentity requesterIdentity, Schema schema, String query, String database) {
     if (pinotQuery.isExplain()) {
       // EXPLAIN PLAN results to show that query is evaluated exclusively by Broker.
       return BrokerResponseNative.BROKER_ONLY_EXPLAIN_PLAN_OUTPUT;
@@ -903,6 +905,7 @@ private BrokerResponseNative getEmptyBrokerOnlyResponse(PinotQuery pinotQuery, R
 
     // Send empty response since we don't need to evaluate either offline or realtime request.
     BrokerResponseNative brokerResponse = BrokerResponseNative.empty();
+    ParserUtils.fillEmptyResponseSchema(brokerResponse, _tableCache, schema, database, query);
     brokerResponse.setTimeUsedMs(System.currentTimeMillis() - requestContext.getRequestArrivalTimeMillis());
     _queryLogger.log(
         new QueryLogger.QueryLogParams(requestContext, tableName, brokerResponse, requesterIdentity, null));
diff --git a/pinot-integration-tests/src/test/java/org/apache/pinot/integration/tests/EmptyResponseIntegrationTest.java b/pinot-integration-tests/src/test/java/org/apache/pinot/integration/tests/EmptyResponseIntegrationTest.java
index c90b24308a3..d49d2555abf 100644
--- a/pinot-integration-tests/src/test/java/org/apache/pinot/integration/tests/EmptyResponseIntegrationTest.java
+++ b/pinot-integration-tests/src/test/java/org/apache/pinot/integration/tests/EmptyResponseIntegrationTest.java
@@ -32,6 +32,7 @@
 import org.apache.pinot.common.utils.ServiceStatus;
 import org.apache.pinot.spi.config.table.FieldConfig;
 import org.apache.pinot.spi.config.table.FieldConfig.CompressionCodec;
+import org.apache.pinot.spi.config.table.RoutingConfig;
 import org.apache.pinot.spi.config.table.TableConfig;
 import org.apache.pinot.spi.config.table.TableType;
 import org.apache.pinot.spi.data.Schema;
@@ -260,6 +261,56 @@ public void testSchemaFallbackAggregatedFields() throws Exception {
     assertDataTypes(response, "LONG", "DOUBLE");
   }
 
+  @Test
+  public void testDataSchemaForBrokerPrunedEmptyResults() throws Exception {
+    TableConfig tableConfig = getOfflineTableConfig();
+    tableConfig.setRoutingConfig(
+        new RoutingConfig(null, Collections.singletonList(RoutingConfig.TIME_SEGMENT_PRUNER_TYPE), null, null));
+    updateTableConfig(tableConfig);
+
+    TestUtils.waitForCondition(aVoid -> {
+      try {
+        TableConfig cfg = getOfflineTableConfig();
+        if (cfg.getRoutingConfig() == null || cfg.getRoutingConfig().getSegmentPrunerTypes().isEmpty()) {
+          return false;
+        }
+        return true;
+      } catch (Exception e) {
+        throw new RuntimeException(e);
+      }
+    }, 600_000L, "Failed to update table config");
+
+    String query =
+        "Select DestAirportID, Carrier from myTable WHERE DaysSinceEpoch < -1231231 and FlightNum > 121231231231";
+
+    // Parse the Json response. Assert if DestAirportID has columnDatatype INT and Carrier has columnDatatype STRING.
+    JsonNode queryResponse = postQuery(query);
+    assertNoRowsReturned(queryResponse);
+    assertDataTypes(queryResponse, "INT", "STRING");
+
+    query = "Select DestAirportID, Carrier from myTable WHERE DaysSinceEpoch < -1231231";
+    queryResponse = postQuery(query);
+    assertNoRowsReturned(queryResponse);
+    assertDataTypes(queryResponse, "INT", "STRING");
+
+    // Reset and remove the Time Segment Pruner
+    tableConfig = getOfflineTableConfig();
+    tableConfig.setRoutingConfig(new RoutingConfig(null, Collections.emptyList(), null, null));
+    updateTableConfig(tableConfig);
+    TestUtils.waitForCondition(aVoid -> {
+      try {
+        TableConfig cfg = getOfflineTableConfig();
+        if (cfg.getRoutingConfig() == null || cfg.getRoutingConfig().getSegmentPrunerTypes().size() > 0) {
+          return false;
+        }
+        return true;
+      } catch (Exception e) {
+        throw new RuntimeException(e);
+      }
+    }, 600_000L, "Failed to update table config");
+  }
+
+
   private void assertNoRowsReturned(JsonNode response) {
     assertNotNull(response.get("resultTable"));
     assertNotNull(response.get("resultTable").get("rows"));
diff --git a/pinot-integration-tests/src/test/java/org/apache/pinot/integration/tests/SegmentGenerationMinionClusterIntegrationTest.java b/pinot-integration-tests/src/test/java/org/apache/pinot/integration/tests/SegmentGenerationMinionClusterIntegrationTest.java
index d2adb436d66..bd4673f8536 100644
--- a/pinot-integration-tests/src/test/java/org/apache/pinot/integration/tests/SegmentGenerationMinionClusterIntegrationTest.java
+++ b/pinot-integration-tests/src/test/java/org/apache/pinot/integration/tests/SegmentGenerationMinionClusterIntegrationTest.java
@@ -180,6 +180,6 @@ private int getTotalDocs(String tableName)
     String query = "SELECT COUNT(*) FROM " + tableName;
     JsonNode response = postQuery(query);
     JsonNode resTbl = response.get("resultTable");
-    return (resTbl == null) ? 0 : resTbl.get("rows").get(0).get(0).asInt();
+    return (resTbl.get("rows").size() == 0) ? 0 : resTbl.get("rows").get(0).get(0).asInt();
   }
 }