diff --git a/frontend/src/components/CeleryTask/CeleryTaskConfigOptions/useGetCeleryFilters.ts b/frontend/src/components/CeleryTask/CeleryTaskConfigOptions/useGetCeleryFilters.ts
index 70570a167cac..640ddd0cabf6 100644
--- a/frontend/src/components/CeleryTask/CeleryTaskConfigOptions/useGetCeleryFilters.ts
+++ b/frontend/src/components/CeleryTask/CeleryTaskConfigOptions/useGetCeleryFilters.ts
@@ -1,6 +1,7 @@
 /* eslint-disable react-hooks/exhaustive-deps */
 import { DefaultOptionType } from 'antd/es/select';
 import { getAttributesValues } from 'api/queryBuilder/getAttributesValues';
+import { DATA_TYPE_VS_ATTRIBUTE_VALUES_KEY } from 'constants/queryBuilder';
 import { REACT_QUERY_KEY } from 'constants/reactQueryKeys';
 import { useQuery } from 'react-query';
 import { useSelector } from 'react-redux';
@@ -67,9 +68,13 @@ export function useGetAllFilters(props: Filters): GetAllFiltersResponse {
 
 			const uniqueValues = [
 				...new Set(
-					responses.flatMap(
-						({ payload }) => Object.values(payload || {}).find((el) => !!el) || [],
-					),
+					responses.flatMap(({ payload }) => {
+						if (!payload) return [];
+
+						const dataType = filterAttributeKeyDataType || DataTypes.String;
+						const key = DATA_TYPE_VS_ATTRIBUTE_VALUES_KEY[dataType];
+						return key ? payload[key] || [] : [];
+					}),
 				),
 			];
 
diff --git a/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/Checkbox.tsx b/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/Checkbox.tsx
index 1051a47c3d7f..6f00073cecd2 100644
--- a/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/Checkbox.tsx
+++ b/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/Checkbox.tsx
@@ -10,7 +10,10 @@ import {
 	IQuickFiltersConfig,
 	QuickFiltersSource,
 } from 'components/QuickFilters/types';
-import { OPERATORS } from 'constants/queryBuilder';
+import {
+	DATA_TYPE_VS_ATTRIBUTE_VALUES_KEY,
+	OPERATORS,
+} from 'constants/queryBuilder';
 import { DEBOUNCE_DELAY } from 'constants/queryBuilderFilterConfig';
 import { getOperatorValue } from 'container/QueryBuilder/filters/QueryBuilderSearch/utils';
 import { useGetAggregateValues } from 'hooks/queryBuilder/useGetAggregateValues';
@@ -76,12 +79,12 @@ export default function CheckboxFilter(props: ICheckboxProps): JSX.Element {
 		},
 	);
 
-	const attributeValues: string[] = useMemo(
-		() =>
-			((Object.values(data?.payload || {}).find((el) => !!el) ||
-				[]) as string[]).filter((val) => !isEmpty(val)),
-		[data?.payload],
-	);
+	const attributeValues: string[] = useMemo(() => {
+		const dataType = filter.attributeKey.dataType || DataTypes.String;
+		const key = DATA_TYPE_VS_ATTRIBUTE_VALUES_KEY[dataType];
+		return (data?.payload?.[key] || []).filter((val) => !isEmpty(val));
+	}, [data?.payload, filter.attributeKey.dataType]);
+
 	const currentAttributeKeys = attributeValues.slice(0, visibleItemsCount);
 
 	const setSearchTextDebounced = useDebouncedFn((...args) => {
diff --git a/frontend/src/constants/queryBuilder.ts b/frontend/src/constants/queryBuilder.ts
index 60b38480b4d8..359f4a22de54 100644
--- a/frontend/src/constants/queryBuilder.ts
+++ b/frontend/src/constants/queryBuilder.ts
@@ -1,6 +1,7 @@
 // ** Helpers
 import { createIdFromObjectFields } from 'lib/createIdFromObjectFields';
 import { createNewBuilderItemName } from 'lib/newQueryBuilder/createNewBuilderItemName';
+import { IAttributeValuesResponse } from 'types/api/queryBuilder/getAttributesValues';
 import {
 	AutocompleteType,
 	BaseAutocompleteData,
@@ -417,3 +418,18 @@ export enum PanelDisplay {
 	PIE = 'Pie',
 	HISTOGRAM = 'Histogram',
 }
+
+export const DATA_TYPE_VS_ATTRIBUTE_VALUES_KEY: Record<
+	DataTypes,
+	keyof IAttributeValuesResponse
+> = {
+	[DataTypes.String]: 'stringAttributeValues',
+	[DataTypes.Float64]: 'numberAttributeValues',
+	[DataTypes.Int64]: 'numberAttributeValues',
+	[DataTypes.bool]: 'boolAttributeValues',
+	[DataTypes.ArrayFloat64]: 'numberAttributeValues',
+	[DataTypes.ArrayInt64]: 'numberAttributeValues',
+	[DataTypes.ArrayString]: 'stringAttributeValues',
+	[DataTypes.ArrayBool]: 'boolAttributeValues',
+	[DataTypes.EMPTY]: 'stringAttributeValues',
+};
diff --git a/frontend/src/container/QueryBuilder/filters/QueryBuilderSearchV2/QueryBuilderSearchV2.tsx b/frontend/src/container/QueryBuilder/filters/QueryBuilderSearchV2/QueryBuilderSearchV2.tsx
index 48ee2d0a6041..59fcb085d52e 100644
--- a/frontend/src/container/QueryBuilder/filters/QueryBuilderSearchV2/QueryBuilderSearchV2.tsx
+++ b/frontend/src/container/QueryBuilder/filters/QueryBuilderSearchV2/QueryBuilderSearchV2.tsx
@@ -4,6 +4,7 @@ import './QueryBuilderSearchV2.styles.scss';
 import { Select, Spin, Tag, Tooltip } from 'antd';
 import cx from 'classnames';
 import {
+	DATA_TYPE_VS_ATTRIBUTE_VALUES_KEY,
 	OPERATORS,
 	QUERY_BUILDER_OPERATORS_BY_TYPES,
 	QUERY_BUILDER_SEARCH_VALUES,
@@ -737,9 +738,11 @@ function QueryBuilderSearchV2(
 					values.push(tagValue[tagValue.length - 1]);
 			} else if (!isEmpty(tagValue)) values.push(tagValue);
 
-			values.push(
-				...(Object.values(attributeValues?.payload || {}).find((el) => !!el) || []),
-			);
+			if (attributeValues?.payload) {
+				const dataType = currentFilterItem?.key?.dataType || DataTypes.String;
+				const key = DATA_TYPE_VS_ATTRIBUTE_VALUES_KEY[dataType];
+				values.push(...(attributeValues?.payload?.[key] || []));
+			}
 
 			setDropdownOptions(
 				values.map((val) => ({
diff --git a/frontend/src/hooks/queryBuilder/useFetchKeysAndValues.ts b/frontend/src/hooks/queryBuilder/useFetchKeysAndValues.ts
index b3b7cbae034b..1953b67b62f4 100644
--- a/frontend/src/hooks/queryBuilder/useFetchKeysAndValues.ts
+++ b/frontend/src/hooks/queryBuilder/useFetchKeysAndValues.ts
@@ -1,6 +1,7 @@
 /* eslint-disable sonarjs/cognitive-complexity */
 import { getMetricsListFilterValues } from 'api/metricsExplorer/getMetricsListFilterValues';
 import { getAttributesValues } from 'api/queryBuilder/getAttributesValues';
+import { DATA_TYPE_VS_ATTRIBUTE_VALUES_KEY } from 'constants/queryBuilder';
 import { DEBOUNCE_DELAY } from 'constants/queryBuilderFilterConfig';
 import {
 	K8sCategory,
@@ -16,6 +17,7 @@ import useDebounceValue from 'hooks/useDebounce';
 import { cloneDeep, isEqual, uniqWith, unset } from 'lodash-es';
 import { useCallback, useEffect, useMemo, useRef, useState } from 'react';
 import { useDebounce } from 'react-use';
+import { IAttributeValuesResponse } from 'types/api/queryBuilder/getAttributesValues';
 import {
 	BaseAutocompleteData,
 	DataTypes,
@@ -157,6 +159,28 @@ export const useFetchKeysAndValues = (
 		enabled: isMetricsExplorer && isQueryEnabled && !shouldUseSuggestions,
 	});
 
+	function isAttributeValuesResponse(
+		payload: any,
+	): payload is IAttributeValuesResponse {
+		return (
+			payload &&
+			(Array.isArray(payload.stringAttributeValues) ||
+				payload.stringAttributeValues === null ||
+				Array.isArray(payload.numberAttributeValues) ||
+				payload.numberAttributeValues === null ||
+				Array.isArray(payload.boolAttributeValues) ||
+				payload.boolAttributeValues === null)
+		);
+	}
+
+	function isMetricsListFilterValuesData(
+		payload: any,
+	): payload is { filterValues: string[] } {
+		return (
+			payload && 'filterValues' in payload && Array.isArray(payload.filterValues)
+		);
+	}
+
 	/**
 	 * Fetches the options to be displayed based on the selected value
 	 * @param value - the selected value
@@ -226,8 +250,17 @@ export const useFetchKeysAndValues = (
 			}
 
 			if (payload) {
-				const values = Object.values(payload).find((el) => !!el) || [];
-				setResults(values);
+				if (isAttributeValuesResponse(payload)) {
+					const dataType = filterAttributeKey?.dataType ?? DataTypes.String;
+					const key = DATA_TYPE_VS_ATTRIBUTE_VALUES_KEY[dataType];
+					setResults(key ? payload[key] || [] : []);
+					return;
+				}
+
+				if (isMetricsExplorer && isMetricsListFilterValuesData(payload)) {
+					setResults(payload.filterValues || []);
+					return;
+				}
 			}
 		} catch (e) {
 			console.error(e);
diff --git a/frontend/src/pages/MessagingQueues/MQGraph/useGetAllConfigOptions.ts b/frontend/src/pages/MessagingQueues/MQGraph/useGetAllConfigOptions.ts
index c11c0f85f528..f3370512bc8f 100644
--- a/frontend/src/pages/MessagingQueues/MQGraph/useGetAllConfigOptions.ts
+++ b/frontend/src/pages/MessagingQueues/MQGraph/useGetAllConfigOptions.ts
@@ -34,7 +34,7 @@ export function useGetAllConfigOptions(
 			});
 
 			if (payload) {
-				const values = Object.values(payload).find((el) => !!el) || [];
+				const values = payload.stringAttributeValues || [];
 				const options: DefaultOptionType[] = values.map((val: string) => ({
 					label: val,
 					value: val,
diff --git a/frontend/src/pages/TracesExplorer/Filter/filterUtils.ts b/frontend/src/pages/TracesExplorer/Filter/filterUtils.ts
index ea82bc52ef48..b04d6383420a 100644
--- a/frontend/src/pages/TracesExplorer/Filter/filterUtils.ts
+++ b/frontend/src/pages/TracesExplorer/Filter/filterUtils.ts
@@ -1,5 +1,6 @@
 /* eslint-disable react-hooks/exhaustive-deps */
 import { getAttributesValues } from 'api/queryBuilder/getAttributesValues';
+import { DATA_TYPE_VS_ATTRIBUTE_VALUES_KEY } from 'constants/queryBuilder';
 import { Dispatch, SetStateAction, useEffect, useState } from 'react';
 import {
 	BaseAutocompleteData,
@@ -327,8 +328,9 @@ export function useGetAggregateValues(
 			});
 
 			if (payload) {
-				const values = Object.values(payload).find((el) => !!el) || [];
-				setResults(values);
+				const key =
+					DATA_TYPE_VS_ATTRIBUTE_VALUES_KEY[keyData.dataType as Partial<DataTypes>];
+				setResults(key ? payload[key] || [] : []);
 			}
 		} catch (e) {
 			console.error(e);