diff --git a/pkg/restheadspec/empty_result_test.go b/pkg/restheadspec/empty_result_test.go
new file mode 100644
index 0000000..e230fd0
--- /dev/null
+++ b/pkg/restheadspec/empty_result_test.go
@@ -0,0 +1,193 @@
+package restheadspec
+
+import (
+	"encoding/json"
+	"net/http"
+	"strings"
+	"testing"
+
+	"github.com/bitechdev/ResolveSpec/pkg/common"
+)
+
+// Test that normalizeResultArray returns empty array when no records found without ID
+func TestNormalizeResultArray_EmptyArrayWhenNoID(t *testing.T) {
+	handler := &Handler{}
+
+	tests := []struct {
+		name             string
+		input            interface{}
+		shouldBeEmptyArr bool
+	}{
+		{
+			name:             "nil should return empty array",
+			input:            nil,
+			shouldBeEmptyArr: true,
+		},
+		{
+			name:             "empty slice should return empty array",
+			input:            []*EmptyTestModel{},
+			shouldBeEmptyArr: true,
+		},
+		{
+			name:             "single element should return the element",
+			input:            []*EmptyTestModel{{ID: 1, Name: "test"}},
+			shouldBeEmptyArr: false,
+		},
+		{
+			name: "multiple elements should return the slice",
+			input: []*EmptyTestModel{
+				{ID: 1, Name: "test1"},
+				{ID: 2, Name: "test2"},
+			},
+			shouldBeEmptyArr: false,
+		},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			result := handler.normalizeResultArray(tt.input)
+
+			// For cases that should return empty array
+			if tt.shouldBeEmptyArr {
+				emptyArr, ok := result.([]interface{})
+				if !ok {
+					t.Errorf("Expected empty array []interface{}{}, got %T: %v", result, result)
+					return
+				}
+				if len(emptyArr) != 0 {
+					t.Errorf("Expected empty array with length 0, got length %d", len(emptyArr))
+				}
+
+				// Verify it serializes to [] and not null
+				jsonBytes, err := json.Marshal(result)
+				if err != nil {
+					t.Errorf("Failed to marshal result: %v", err)
+					return
+				}
+				if string(jsonBytes) != "[]" {
+					t.Errorf("Expected JSON '[]', got '%s'", string(jsonBytes))
+				}
+			}
+		})
+	}
+}
+
+// Test that sendFormattedResponse adds X-No-Data-Found header
+func TestSendFormattedResponse_NoDataFoundHeader(t *testing.T) {
+	handler := &Handler{}
+
+	// Mock ResponseWriter
+	mockWriter := &MockTestResponseWriter{
+		headers: make(map[string]string),
+	}
+
+	metadata := &common.Metadata{
+		Total:    0,
+		Count:    0,
+		Filtered: 0,
+		Limit:    10,
+		Offset:   0,
+	}
+
+	options := ExtendedRequestOptions{
+		RequestOptions: common.RequestOptions{},
+	}
+
+	// Test with empty data
+	emptyData := []interface{}{}
+	handler.sendFormattedResponse(mockWriter, emptyData, metadata, options)
+
+	// Check if X-No-Data-Found header was set
+	if mockWriter.headers["X-No-Data-Found"] != "true" {
+		t.Errorf("Expected X-No-Data-Found header to be 'true', got '%s'", mockWriter.headers["X-No-Data-Found"])
+	}
+
+	// Verify the body is an empty array
+	if mockWriter.body == nil {
+		t.Error("Expected body to be set, got nil")
+	} else {
+		bodyBytes, err := json.Marshal(mockWriter.body)
+		if err != nil {
+			t.Errorf("Failed to marshal body: %v", err)
+		}
+		// The body should be wrapped in a Response object with "data" field
+		bodyStr := string(bodyBytes)
+		if !strings.Contains(bodyStr, `"data":[]`) && !strings.Contains(bodyStr, `"result":[]`) {
+			t.Errorf("Expected body to contain empty array, got: %s", bodyStr)
+		}
+	}
+}
+
+// Test that sendResponseWithOptions adds X-No-Data-Found header
+func TestSendResponseWithOptions_NoDataFoundHeader(t *testing.T) {
+	handler := &Handler{}
+
+	// Mock ResponseWriter
+	mockWriter := &MockTestResponseWriter{
+		headers: make(map[string]string),
+	}
+
+	metadata := &common.Metadata{}
+	options := &ExtendedRequestOptions{}
+
+	// Test with nil data
+	handler.sendResponseWithOptions(mockWriter, nil, metadata, options)
+
+	// Check if X-No-Data-Found header was set
+	if mockWriter.headers["X-No-Data-Found"] != "true" {
+		t.Errorf("Expected X-No-Data-Found header to be 'true', got '%s'", mockWriter.headers["X-No-Data-Found"])
+	}
+
+	// Check status code is 200
+	if mockWriter.statusCode != 200 {
+		t.Errorf("Expected status code 200, got %d", mockWriter.statusCode)
+	}
+
+	// Verify the body is an empty array
+	if mockWriter.body == nil {
+		t.Error("Expected body to be set, got nil")
+	} else {
+		bodyBytes, err := json.Marshal(mockWriter.body)
+		if err != nil {
+			t.Errorf("Failed to marshal body: %v", err)
+		}
+		bodyStr := string(bodyBytes)
+		if bodyStr != "[]" {
+			t.Errorf("Expected body to be '[]', got: %s", bodyStr)
+		}
+	}
+}
+
+// MockTestResponseWriter for testing
+type MockTestResponseWriter struct {
+	headers    map[string]string
+	statusCode int
+	body       interface{}
+}
+
+func (m *MockTestResponseWriter) SetHeader(key, value string) {
+	m.headers[key] = value
+}
+
+func (m *MockTestResponseWriter) WriteHeader(statusCode int) {
+	m.statusCode = statusCode
+}
+
+func (m *MockTestResponseWriter) Write(data []byte) (int, error) {
+	return len(data), nil
+}
+
+func (m *MockTestResponseWriter) WriteJSON(data interface{}) error {
+	m.body = data
+	return nil
+}
+
+func (m *MockTestResponseWriter) UnderlyingResponseWriter() http.ResponseWriter {
+	return nil
+}
+
+// EmptyTestModel for testing
+type EmptyTestModel struct {
+	ID   int64  `json:"id"`
+	Name string `json:"name"`
+}
diff --git a/pkg/restheadspec/handler.go b/pkg/restheadspec/handler.go
index eda5f4c..5a71a20 100644
--- a/pkg/restheadspec/handler.go
+++ b/pkg/restheadspec/handler.go
@@ -2143,12 +2143,22 @@ func (h *Handler) sendResponse(w common.ResponseWriter, data interface{}, metada
 // sendResponseWithOptions sends a response with optional formatting
 func (h *Handler) sendResponseWithOptions(w common.ResponseWriter, data interface{}, metadata *common.Metadata, options *ExtendedRequestOptions) {
 	w.SetHeader("Content-Type", "application/json")
+
+	// Handle nil data - convert to empty array
 	if data == nil {
-		data = map[string]interface{}{}
-		w.WriteHeader(http.StatusPartialContent)
-	} else {
-		w.WriteHeader(http.StatusOK)
+		data = []interface{}{}
 	}
+
+	// Calculate data length after nil conversion
+	dataLen := reflection.Len(data)
+
+	// Add X-No-Data-Found header when no records were found
+	if dataLen == 0 {
+		w.SetHeader("X-No-Data-Found", "true")
+	}
+
+	w.WriteHeader(http.StatusOK)
+
 	// Normalize single-record arrays to objects if requested
 	if options != nil && options.SingleRecordAsObject {
 		data = h.normalizeResultArray(data)
@@ -2165,7 +2175,7 @@ func (h *Handler) sendResponseWithOptions(w common.ResponseWriter, data interfac
 // Returns the single element if data is a slice/array with exactly one element, otherwise returns data unchanged
 func (h *Handler) normalizeResultArray(data interface{}) interface{} {
 	if data == nil {
-		return map[string]interface{}{}
+		return []interface{}{}
 	}
 
 	// Use reflection to check if data is a slice or array
@@ -2180,15 +2190,15 @@ func (h *Handler) normalizeResultArray(data interface{}) interface{} {
 			// Return the single element
 			return dataValue.Index(0).Interface()
 		} else if dataValue.Len() == 0 {
-			// Return empty object instead of empty array
-			return map[string]interface{}{}
+			// Keep empty array as empty array, don't convert to empty object
+			return []interface{}{}
 		}
 	}
 
 	if dataValue.Kind() == reflect.String {
 		str := dataValue.String()
 		if str == "" || str == "null" {
-			return map[string]interface{}{}
+			return []interface{}{}
 		}
 
 	}
@@ -2199,16 +2209,25 @@ func (h *Handler) normalizeResultArray(data interface{}) interface{} {
 func (h *Handler) sendFormattedResponse(w common.ResponseWriter, data interface{}, metadata *common.Metadata, options ExtendedRequestOptions) {
 	// Normalize single-record arrays to objects if requested
 	httpStatus := http.StatusOK
+
+	// Handle nil data - convert to empty array
 	if data == nil {
-		data = map[string]interface{}{}
-		httpStatus = http.StatusPartialContent
-	} else {
-		dataLen := reflection.Len(data)
-		if dataLen == 0 {
-			httpStatus = http.StatusPartialContent
-		}
+		data = []interface{}{}
 	}
 
+	// Calculate data length after nil conversion
+	// Note: This is done BEFORE normalization because X-No-Data-Found indicates
+	// whether data was found in the database, not the final response format
+	dataLen := reflection.Len(data)
+
+	// Add X-No-Data-Found header when no records were found
+	if dataLen == 0 {
+		w.SetHeader("X-No-Data-Found", "true")
+	}
+
+	// Apply normalization after header is set
+	// normalizeResultArray may convert single-element arrays to objects,
+	// but the X-No-Data-Found header reflects the original query result
 	if options.SingleRecordAsObject {
 		data = h.normalizeResultArray(data)
 	}