diff --git a/src/components/Search/SearchMultipleSelectionPicker.tsx b/src/components/Search/SearchMultipleSelectionPicker.tsx
index 0dcb43baf874..b26c2a62fcef 100644
--- a/src/components/Search/SearchMultipleSelectionPicker.tsx
+++ b/src/components/Search/SearchMultipleSelectionPicker.tsx
@@ -35,7 +35,7 @@ function SearchMultipleSelectionPicker({items, initiallySelectedItems, pickerTit
     const {sections, noResultsFound} = useMemo(() => {
         const selectedItemsSection = selectedItems
             .filter((item) => item?.name.toLowerCase().includes(debouncedSearchTerm?.toLowerCase()))
-            .sort((a, b) => sortOptionsWithEmptyValue(a.value as string, b.value as string))
+            .sort((a, b) => sortOptionsWithEmptyValue(a.value.toString(), b.value.toString()))
             .map((item) => ({
                 text: item.name,
                 keyForList: item.name,
@@ -43,8 +43,11 @@ function SearchMultipleSelectionPicker({items, initiallySelectedItems, pickerTit
                 value: item.value,
             }));
         const remainingItemsSection = items
-            .filter((item) => selectedItems.some((selectedItem) => selectedItem.value === item.value) === false && item?.name?.toLowerCase().includes(debouncedSearchTerm?.toLowerCase()))
-            .sort((a, b) => sortOptionsWithEmptyValue(a.value as string, b.value as string))
+            .filter(
+                (item) =>
+                    !selectedItems.some((selectedItem) => selectedItem.value.toString() === item.value.toString()) && item?.name?.toLowerCase().includes(debouncedSearchTerm?.toLowerCase()),
+            )
+            .sort((a, b) => sortOptionsWithEmptyValue(a.value.toString(), b.value.toString()))
             .map((item) => ({
                 text: item.name,
                 keyForList: item.name,
diff --git a/src/libs/PolicyUtils.ts b/src/libs/PolicyUtils.ts
index d89e4f5c513e..0035c9ae8ca5 100644
--- a/src/libs/PolicyUtils.ts
+++ b/src/libs/PolicyUtils.ts
@@ -578,6 +578,9 @@ function getAllTaxRatesNamesAndKeys(): Record<string, string[]> {
                 allTaxRates[taxRate.name] = [taxRateKey];
                 return;
             }
+            if (allTaxRates[taxRate.name].includes(taxRateKey)) {
+                return;
+            }
             allTaxRates[taxRate.name].push(taxRateKey);
         });
     });
diff --git a/src/libs/SearchQueryUtils.ts b/src/libs/SearchQueryUtils.ts
index 52fb60daeaa7..fefbcf8057d6 100644
--- a/src/libs/SearchQueryUtils.ts
+++ b/src/libs/SearchQueryUtils.ts
@@ -395,7 +395,7 @@ function buildSearchQueryString(queryJSON?: SearchQueryJSON) {
  */
 function buildQueryStringFromFilterFormValues(filterValues: Partial<SearchAdvancedFiltersForm>) {
     // We separate type and status filters from other filters to maintain hashes consistency for saved searches
-    const {type, status, policyID, groupBy, ...otherFilters} = filterValues;
+    const {type, status, groupBy, ...otherFilters} = filterValues;
     const filtersString: string[] = [];
 
     // When switching types/setting the type, ensure we aren't polluting our query with filters that are
@@ -436,11 +436,6 @@ function buildQueryStringFromFilterFormValues(filterValues: Partial<SearchAdvanc
         filtersString.push(`${CONST.SEARCH.SYNTAX_ROOT_KEYS.STATUS}:${filterValueArray.map(sanitizeSearchValue).join(',')}`);
     }
 
-    if (policyID) {
-        const sanitizedPolicyIDs = Array.isArray(policyID) ? policyID.map((id) => sanitizeSearchValue(id)).join(',') : sanitizeSearchValue(policyID);
-        filtersString.push(`${CONST.SEARCH.SYNTAX_FILTER_KEYS.POLICY_ID}:${sanitizedPolicyIDs}`);
-    }
-
     const mappedFilters = Object.entries(otherFilters)
         .map(([filterKey, filterValue]) => {
             if (
@@ -776,7 +771,7 @@ function buildUserReadableQueryString(
         title += ` group-by:${groupBy}`;
     }
 
-    if (policyID) {
+    if (policyID && policyID.length > 0) {
         title += ` workspace:${policyID.map((id) => sanitizeSearchValue(policies?.[`${ONYXKEYS.COLLECTION.POLICY}${id}`]?.name ?? id)).join(',')}`;
     }
 
diff --git a/src/pages/Search/SearchAdvancedFiltersPage/SearchFiltersCategoryPage.tsx b/src/pages/Search/SearchAdvancedFiltersPage/SearchFiltersCategoryPage.tsx
index a249b78ff08c..caf6dd0b4c00 100644
--- a/src/pages/Search/SearchAdvancedFiltersPage/SearchFiltersCategoryPage.tsx
+++ b/src/pages/Search/SearchAdvancedFiltersPage/SearchFiltersCategoryPage.tsx
@@ -35,7 +35,7 @@ function SearchFiltersCategoryPage() {
         const items = [{name: translate('search.noCategory'), value: CONST.SEARCH.CATEGORY_EMPTY_VALUE as string}];
         const uniqueCategoryNames = new Set<string>();
 
-        if (!selectedPoliciesCategories) {
+        if (!selectedPoliciesCategories || selectedPoliciesCategories.length === 0) {
             Object.values(allPolicyCategories ?? {}).map((policyCategories) => Object.values(policyCategories ?? {}).forEach((category) => uniqueCategoryNames.add(category.name)));
         } else {
             selectedPoliciesCategories.forEach((category) => uniqueCategoryNames.add(category.name));
diff --git a/src/pages/Search/SearchAdvancedFiltersPage/SearchFiltersTagPage.tsx b/src/pages/Search/SearchAdvancedFiltersPage/SearchFiltersTagPage.tsx
index 683b84788987..90c2d9e9973b 100644
--- a/src/pages/Search/SearchAdvancedFiltersPage/SearchFiltersTagPage.tsx
+++ b/src/pages/Search/SearchAdvancedFiltersPage/SearchFiltersTagPage.tsx
@@ -36,7 +36,7 @@ function SearchFiltersTagPage() {
         const items = [{name: translate('search.noTag'), value: CONST.SEARCH.TAG_EMPTY_VALUE as string}];
         const uniqueTagNames = new Set<string>();
 
-        if (!selectedPoliciesTagLists) {
+        if (!selectedPoliciesTagLists || selectedPoliciesTagLists.length === 0) {
             const tagListsUnpacked = Object.values(allPolicyTagLists ?? {}).filter((item) => !!item) as PolicyTagLists[];
             tagListsUnpacked
                 .map(getTagNamesFromTagsLists)
diff --git a/src/pages/Search/SearchAdvancedFiltersPage/SearchFiltersTaxRatePage.tsx b/src/pages/Search/SearchAdvancedFiltersPage/SearchFiltersTaxRatePage.tsx
index 9cce40a5ddda..06aa98855cc8 100644
--- a/src/pages/Search/SearchAdvancedFiltersPage/SearchFiltersTaxRatePage.tsx
+++ b/src/pages/Search/SearchAdvancedFiltersPage/SearchFiltersTaxRatePage.tsx
@@ -36,7 +36,7 @@ function SearchFiltersTaxRatePage() {
     const selectedPoliciesTaxRates = policies?.map((policy) => policy?.taxRates?.taxes).filter((taxRates) => !!taxRates);
 
     const taxItems = useMemo(() => {
-        if (!selectedPoliciesTaxRates) {
+        if (!selectedPoliciesTaxRates || selectedPoliciesTaxRates?.length === 0) {
             return Object.entries(allTaxRates).map(([taxRateName, taxRateKeys]) => ({name: taxRateName, value: taxRateKeys}));
         }
         const selectedPoliciesTaxRatesItems = selectedPoliciesTaxRates.reduce(
diff --git a/src/pages/Search/SearchAdvancedFiltersPage/SearchFiltersWorkspacePage.tsx b/src/pages/Search/SearchAdvancedFiltersPage/SearchFiltersWorkspacePage.tsx
index abb3a7786b03..e6bbf36e91c8 100644
--- a/src/pages/Search/SearchAdvancedFiltersPage/SearchFiltersWorkspacePage.tsx
+++ b/src/pages/Search/SearchAdvancedFiltersPage/SearchFiltersWorkspacePage.tsx
@@ -70,7 +70,7 @@ function SearchFiltersWorkspacePage() {
     }, [selectedOptions]);
 
     const resetChanges = useCallback(() => {
-        updateWorkspaceFilter(null);
+        setSelectedOptions([]);
     }, []);
 
     return (