diff --git a/pkg/tsdb/tempo/kinds/dataquery/types_dataquery_gen.go b/pkg/tsdb/tempo/kinds/dataquery/types_dataquery_gen.go
index eba542a487c..61cbca5db7b 100644
--- a/pkg/tsdb/tempo/kinds/dataquery/types_dataquery_gen.go
+++ b/pkg/tsdb/tempo/kinds/dataquery/types_dataquery_gen.go
@@ -9,6 +9,13 @@
 
 package dataquery
 
+// Defines values for TempoQueryFiltersScope.
+const (
+	TempoQueryFiltersScopeResource TempoQueryFiltersScope = "resource"
+	TempoQueryFiltersScopeSpan     TempoQueryFiltersScope = "span"
+	TempoQueryFiltersScopeUnscoped TempoQueryFiltersScope = "unscoped"
+)
+
 // Defines values for TempoQueryFiltersType.
 const (
 	TempoQueryFiltersTypeDynamic TempoQueryFiltersType = "dynamic"
@@ -26,6 +33,13 @@ const (
 	TempoQueryTypeUpload        TempoQueryType = "upload"
 )
 
+// Defines values for TraceqlFilterScope.
+const (
+	TraceqlFilterScopeResource TraceqlFilterScope = "resource"
+	TraceqlFilterScopeSpan     TraceqlFilterScope = "span"
+	TraceqlFilterScopeUnscoped TraceqlFilterScope = "unscoped"
+)
+
 // Defines values for TraceqlFilterType.
 const (
 	TraceqlFilterTypeDynamic TraceqlFilterType = "dynamic"
@@ -38,6 +52,13 @@ const (
 	TraceqlSearchFilterTypeStatic  TraceqlSearchFilterType = "static"
 )
 
+// Defines values for TraceqlSearchScope.
+const (
+	TraceqlSearchScopeResource TraceqlSearchScope = "resource"
+	TraceqlSearchScopeSpan     TraceqlSearchScope = "span"
+	TraceqlSearchScopeUnscoped TraceqlSearchScope = "unscoped"
+)
+
 // TempoDataQuery defines model for TempoDataQuery.
 type TempoDataQuery = map[string]interface{}
 
@@ -55,6 +76,9 @@ type TempoQuery struct {
 		// The operator that connects the tag to the value, for example: =, >, !=, =~
 		Operator *string `json:"operator,omitempty"`
 
+		// The scope of the filter, can either be unscoped/all scopes, resource or span
+		Scope *TempoQueryFiltersScope `json:"scope,omitempty"`
+
 		// The tag for the search filter, for example: .http.status_code, .service.name, status
 		Tag *string `json:"tag,omitempty"`
 
@@ -107,6 +131,9 @@ type TempoQuery struct {
 	SpanName *string `json:"spanName,omitempty"`
 }
 
+// The scope of the filter, can either be unscoped/all scopes, resource or span
+type TempoQueryFiltersScope string
+
 // The type of the filter, can either be static (pre defined in the UI) or dynamic
 type TempoQueryFiltersType string
 
@@ -121,6 +148,9 @@ type TraceqlFilter struct {
 	// The operator that connects the tag to the value, for example: =, >, !=, =~
 	Operator *string `json:"operator,omitempty"`
 
+	// The scope of the filter, can either be unscoped/all scopes, resource or span
+	Scope *TraceqlFilterScope `json:"scope,omitempty"`
+
 	// The tag for the search filter, for example: .http.status_code, .service.name, status
 	Tag *string `json:"tag,omitempty"`
 
@@ -134,8 +164,14 @@ type TraceqlFilter struct {
 	ValueType *string `json:"valueType,omitempty"`
 }
 
+// The scope of the filter, can either be unscoped/all scopes, resource or span
+type TraceqlFilterScope string
+
 // The type of the filter, can either be static (pre defined in the UI) or dynamic
 type TraceqlFilterType string
 
 // TraceqlSearchFilterType static fields are pre-set in the UI, dynamic fields are added by the user
 type TraceqlSearchFilterType string
+
+// TraceqlSearchScope defines model for TraceqlSearchScope.
+type TraceqlSearchScope string
diff --git a/public/app/plugins/datasource/tempo/SearchTraceQLEditor/DurationInput.tsx b/public/app/plugins/datasource/tempo/SearchTraceQLEditor/DurationInput.tsx
index 982183a8135..7ffd740dd56 100644
--- a/public/app/plugins/datasource/tempo/SearchTraceQLEditor/DurationInput.tsx
+++ b/public/app/plugins/datasource/tempo/SearchTraceQLEditor/DurationInput.tsx
@@ -12,7 +12,15 @@ interface Props {
   isTagsLoading?: boolean;
   operators: string[];
 }
+
+const validationRegex = /^\d+(?:\.\d)?\d*(?:ms|s|ns)$/;
+
 const DurationInput = ({ filter, operators, updateFilter }: Props) => {
+  let invalid = false;
+  if (typeof filter.value === 'string') {
+    invalid = filter.value ? !validationRegex.test(filter.value.concat('')) : false;
+  }
+
   return (
     <HorizontalGroup spacing={'none'}>
       <Select
@@ -34,6 +42,7 @@ const DurationInput = ({ filter, operators, updateFilter }: Props) => {
         }}
         placeholder="e.g. 100ms, 1.2s"
         aria-label={`select ${filter.id} value`}
+        invalid={invalid}
         width={18}
       />
     </HorizontalGroup>
diff --git a/public/app/plugins/datasource/tempo/SearchTraceQLEditor/SearchField.test.tsx b/public/app/plugins/datasource/tempo/SearchTraceQLEditor/SearchField.test.tsx
index a8d472b5c44..a17c34939b8 100644
--- a/public/app/plugins/datasource/tempo/SearchTraceQLEditor/SearchField.test.tsx
+++ b/public/app/plugins/datasource/tempo/SearchTraceQLEditor/SearchField.test.tsx
@@ -73,10 +73,10 @@ describe('SearchField', () => {
     if (select) {
       await user.click(select);
       jest.advanceTimersByTime(1000);
-      const largerThanOp = await screen.findByText('>');
+      const largerThanOp = await screen.findByText('!=');
       await user.click(largerThanOp);
 
-      expect(updateFilter).toHaveBeenCalledWith({ ...filter, operator: '>' });
+      expect(updateFilter).toHaveBeenCalledWith({ ...filter, operator: '!=' });
     }
   });
 
diff --git a/public/app/plugins/datasource/tempo/SearchTraceQLEditor/SearchField.tsx b/public/app/plugins/datasource/tempo/SearchTraceQLEditor/SearchField.tsx
index cbdc6fa5eda..ce7c969274b 100644
--- a/public/app/plugins/datasource/tempo/SearchTraceQLEditor/SearchField.tsx
+++ b/public/app/plugins/datasource/tempo/SearchTraceQLEditor/SearchField.tsx
@@ -1,19 +1,26 @@
-import React, { useState, useEffect, useCallback, useMemo } from 'react';
+import { css } from '@emotion/css';
+import React, { useState, useEffect, useMemo, useCallback } from 'react';
 
 import { SelectableValue } from '@grafana/data';
 import { AccessoryButton } from '@grafana/experimental';
 import { FetchError, isFetchError } from '@grafana/runtime';
-import { Select, HorizontalGroup } from '@grafana/ui';
+import { Select, HorizontalGroup, useStyles2 } from '@grafana/ui';
 
 import { createErrorNotification } from '../../../../core/copy/appNotification';
 import { notifyApp } from '../../../../core/reducers/appNotification';
 import { dispatch } from '../../../../store/store';
-import { TraceqlFilter } from '../dataquery.gen';
+import { TraceqlFilter, TraceqlSearchScope } from '../dataquery.gen';
 import { TempoDatasource } from '../datasource';
 import TempoLanguageProvider from '../language_provider';
-import { operators as allOperators } from '../traceql/traceql';
+import { operators as allOperators, stringOperators, numberOperators } from '../traceql/traceql';
 
-import { operatorSelectableValue } from './utils';
+import { operatorSelectableValue, scopeHelper } from './utils';
+
+const getStyles = () => ({
+  dropdown: css`
+    box-shadow: none;
+  `,
+});
 
 interface Props {
   filter: TraceqlFilter;
@@ -23,21 +30,13 @@ interface Props {
   setError: (error: FetchError) => void;
   isTagsLoading?: boolean;
   tags: string[];
-  operators?: string[];
 }
-const SearchField = ({
-  filter,
-  datasource,
-  updateFilter,
-  deleteFilter,
-  isTagsLoading,
-  tags,
-  setError,
-  operators,
-}: Props) => {
+const SearchField = ({ filter, datasource, updateFilter, deleteFilter, isTagsLoading, tags, setError }: Props) => {
+  const styles = useStyles2(getStyles);
   const languageProvider = useMemo(() => new TempoLanguageProvider(datasource), [datasource]);
   const [isLoadingValues, setIsLoadingValues] = useState(false);
   const [options, setOptions] = useState<Array<SelectableValue<string>>>([]);
+  const [scopedTag, setScopedTag] = useState(scopeHelper(filter) + filter.tag);
   // We automatically change the operator to the regex op when users select 2 or more values
   // However, they expect this to be automatically rolled back to the previous operator once
   // there's only one value selected, so we store the previous operator and value
@@ -58,53 +57,69 @@ const SearchField = ({
     setPrevValue(filter.value);
   }, [filter.value]);
 
-  const loadOptions = useCallback(
-    async (name: string) => {
-      setIsLoadingValues(true);
+  useEffect(() => {
+    const newScopedTag = scopeHelper(filter) + filter.tag;
+    if (newScopedTag !== scopedTag) {
+      setScopedTag(newScopedTag);
+    }
+  }, [filter, scopedTag]);
 
-      try {
-        const options = await languageProvider.getOptionsV2(name);
-        return options;
-      } catch (error) {
-        if (isFetchError(error) && error?.status === 404) {
-          setError(error);
-        } else if (error instanceof Error) {
-          dispatch(notifyApp(createErrorNotification('Error', error)));
-        }
-        return [];
-      } finally {
-        setIsLoadingValues(false);
+  const updateOptions = useCallback(async () => {
+    try {
+      setIsLoadingValues(true);
+      setOptions(await languageProvider.getOptionsV2(scopedTag));
+    } catch (error) {
+      // Display message if Tempo is connected but search 404's
+      if (isFetchError(error) && error?.status === 404) {
+        setError(error);
+      } else if (error instanceof Error) {
+        dispatch(notifyApp(createErrorNotification('Error', error)));
       }
-    },
-    [setError, languageProvider]
-  );
+    } finally {
+      setIsLoadingValues(false);
+    }
+  }, [scopedTag, languageProvider, setError]);
 
   useEffect(() => {
-    const fetchOptions = async () => {
-      try {
-        if (filter.tag) {
-          setOptions(await loadOptions(filter.tag));
-        }
-      } catch (error) {
-        // Display message if Tempo is connected but search 404's
-        if (isFetchError(error) && error?.status === 404) {
-          setError(error);
-        } else if (error instanceof Error) {
-          dispatch(notifyApp(createErrorNotification('Error', error)));
-        }
-      }
-    };
-    fetchOptions();
-  }, [languageProvider, loadOptions, setError, filter.tag]);
+    updateOptions();
+  }, [updateOptions]);
+
+  const scopeOptions = Object.values(TraceqlSearchScope).map((t) => ({ label: t, value: t }));
+
+  // If all values have type string or int/float use a focused list of operators instead of all operators
+  const optionsOfFirstType = options.filter((o) => o.type === options[0]?.type);
+  const uniqueOptionType = options.length === optionsOfFirstType.length ? options[0]?.type : undefined;
+  let operatorList = allOperators;
+  switch (uniqueOptionType) {
+    case 'string':
+      operatorList = stringOperators;
+      break;
+    case 'int':
+    case 'float':
+      operatorList = numberOperators;
+  }
 
   return (
-    <HorizontalGroup spacing={'none'}>
+    <HorizontalGroup spacing={'none'} width={'auto'}>
       {filter.type === 'dynamic' && (
         <Select
+          className={styles.dropdown}
+          inputId={`${filter.id}-scope`}
+          options={scopeOptions}
+          value={filter.scope}
+          onChange={(v) => {
+            updateFilter({ ...filter, scope: v?.value });
+          }}
+          placeholder="Select scope"
+          aria-label={`select ${filter.id} scope`}
+        />
+      )}
+      {filter.type === 'dynamic' && (
+        <Select
+          className={styles.dropdown}
           inputId={`${filter.id}-tag`}
           isLoading={isTagsLoading}
           options={tags.map((t) => ({ label: t, value: t }))}
-          onOpenMenu={() => tags}
           value={filter.tag}
           onChange={(v) => {
             updateFilter({ ...filter, tag: v?.value });
@@ -116,8 +131,9 @@ const SearchField = ({
         />
       )}
       <Select
+        className={styles.dropdown}
         inputId={`${filter.id}-operator`}
-        options={(operators || allOperators).map(operatorSelectableValue)}
+        options={operatorList.map(operatorSelectableValue)}
         value={filter.operator}
         onChange={(v) => {
           updateFilter({ ...filter, operator: v?.value });
@@ -128,14 +144,10 @@ const SearchField = ({
         width={8}
       />
       <Select
+        className={styles.dropdown}
         inputId={`${filter.id}-value`}
         isLoading={isLoadingValues}
         options={options}
-        onOpenMenu={() => {
-          if (filter.tag) {
-            loadOptions(filter.tag);
-          }
-        }}
         value={filter.value}
         onChange={(val) => {
           if (Array.isArray(val)) {
diff --git a/public/app/plugins/datasource/tempo/SearchTraceQLEditor/TagsInput.tsx b/public/app/plugins/datasource/tempo/SearchTraceQLEditor/TagsInput.tsx
index c8a3d10edd7..9ec53fc52fa 100644
--- a/public/app/plugins/datasource/tempo/SearchTraceQLEditor/TagsInput.tsx
+++ b/public/app/plugins/datasource/tempo/SearchTraceQLEditor/TagsInput.tsx
@@ -1,15 +1,29 @@
-import React, { useEffect, useCallback } from 'react';
+import { css } from '@emotion/css';
+import React, { useCallback, useEffect } from 'react';
 import { v4 as uuidv4 } from 'uuid';
 
 import { AccessoryButton } from '@grafana/experimental';
 import { FetchError } from '@grafana/runtime';
-import { HorizontalGroup, VerticalGroup } from '@grafana/ui';
+import { useStyles2 } from '@grafana/ui';
 
-import { TraceqlFilter } from '../dataquery.gen';
+import { TraceqlFilter, TraceqlSearchScope } from '../dataquery.gen';
 import { TempoDatasource } from '../datasource';
 
 import SearchField from './SearchField';
 
+const getStyles = () => ({
+  vertical: css`
+    display: flex;
+    flex-direction: column;
+    gap: 0.25rem;
+  `,
+  horizontal: css`
+    display: flex;
+    flex-direction: row;
+    gap: 1rem;
+  `,
+});
+
 interface Props {
   updateFilter: (f: TraceqlFilter) => void;
   deleteFilter: (f: TraceqlFilter) => void;
@@ -20,9 +34,10 @@ interface Props {
   isTagsLoading: boolean;
 }
 const TagsInput = ({ updateFilter, deleteFilter, filters, datasource, setError, tags, isTagsLoading }: Props) => {
+  const styles = useStyles2(getStyles);
   const generateId = () => uuidv4().slice(0, 8);
   const handleOnAdd = useCallback(
-    () => updateFilter({ id: generateId(), type: 'dynamic', operator: '=' }),
+    () => updateFilter({ id: generateId(), type: 'dynamic', operator: '=', scope: TraceqlSearchScope.Span }),
     [updateFilter]
   );
 
@@ -32,26 +47,27 @@ const TagsInput = ({ updateFilter, deleteFilter, filters, datasource, setError,
     }
   }, [filters, handleOnAdd]);
 
+  const dynamicFilters = filters?.filter((f) => f.type === 'dynamic');
+
   return (
-    <HorizontalGroup spacing={'md'} align={'flex-start'}>
-      <VerticalGroup spacing={'xs'}>
-        {filters
-          ?.filter((f) => f.type === 'dynamic')
-          .map((f) => (
-            <SearchField
-              filter={f}
-              key={f.id}
-              datasource={datasource}
-              setError={setError}
-              updateFilter={updateFilter}
-              tags={tags}
-              isTagsLoading={isTagsLoading}
-              deleteFilter={deleteFilter}
-            />
-          ))}
-      </VerticalGroup>
-      <AccessoryButton variant={'secondary'} icon={'plus'} onClick={handleOnAdd} title={'Add tag'} />
-    </HorizontalGroup>
+    <div className={styles.vertical}>
+      {dynamicFilters?.map((f, i) => (
+        <div className={styles.horizontal} key={f.id}>
+          <SearchField
+            filter={f}
+            datasource={datasource}
+            setError={setError}
+            updateFilter={updateFilter}
+            tags={tags}
+            isTagsLoading={isTagsLoading}
+            deleteFilter={deleteFilter}
+          />
+          {i === dynamicFilters.length - 1 && (
+            <AccessoryButton variant={'secondary'} icon={'plus'} onClick={handleOnAdd} title={'Add tag'} />
+          )}
+        </div>
+      ))}
+    </div>
   );
 };
 
diff --git a/public/app/plugins/datasource/tempo/SearchTraceQLEditor/TraceQLSearch.test.tsx b/public/app/plugins/datasource/tempo/SearchTraceQLEditor/TraceQLSearch.test.tsx
index d97517f788b..212e5e61000 100644
--- a/public/app/plugins/datasource/tempo/SearchTraceQLEditor/TraceQLSearch.test.tsx
+++ b/public/app/plugins/datasource/tempo/SearchTraceQLEditor/TraceQLSearch.test.tsx
@@ -2,6 +2,7 @@ import { render, screen, waitFor } from '@testing-library/react';
 import userEvent from '@testing-library/user-event';
 import React from 'react';
 
+import { TraceqlSearchScope } from '../dataquery.gen';
 import { TempoDatasource } from '../datasource';
 import { TempoQuery } from '../types';
 
@@ -101,7 +102,8 @@ describe('TraceQLSearch', () => {
       expect(nameFilter).not.toBeNull();
       expect(nameFilter?.operator).toBe('=');
       expect(nameFilter?.value).toStrictEqual(['customer']);
-      expect(nameFilter?.tag).toBe('.service.name');
+      expect(nameFilter?.tag).toBe('service.name');
+      expect(nameFilter?.scope).toBe(TraceqlSearchScope.Resource);
     }
   });
 
diff --git a/public/app/plugins/datasource/tempo/SearchTraceQLEditor/TraceQLSearch.tsx b/public/app/plugins/datasource/tempo/SearchTraceQLEditor/TraceQLSearch.tsx
index 0e2047caae2..8d775d898ca 100644
--- a/public/app/plugins/datasource/tempo/SearchTraceQLEditor/TraceQLSearch.tsx
+++ b/public/app/plugins/datasource/tempo/SearchTraceQLEditor/TraceQLSearch.tsx
@@ -1,5 +1,5 @@
 import { css } from '@emotion/css';
-import React, { useState, useEffect } from 'react';
+import React, { useEffect, useState } from 'react';
 
 import { GrafanaTheme2 } from '@grafana/data';
 import { EditorRow } from '@grafana/experimental';
@@ -10,7 +10,7 @@ import { createErrorNotification } from '../../../../core/copy/appNotification';
 import { notifyApp } from '../../../../core/reducers/appNotification';
 import { dispatch } from '../../../../store/store';
 import { RawQuery } from '../../prometheus/querybuilder/shared/RawQuery';
-import { TraceqlFilter } from '../dataquery.gen';
+import { TraceqlFilter, TraceqlSearchScope } from '../dataquery.gen';
 import { TempoDatasource } from '../datasource';
 import { TempoQueryBuilderOptions } from '../traceql/TempoQueryBuilderOptions';
 import { CompletionProvider } from '../traceql/autocomplete';
@@ -73,8 +73,7 @@ const TraceQLSearch = ({ datasource, query, onChange }: Props) => {
           if (!tags.find((t) => t === 'status')) {
             tags.push('status');
           }
-          const tagsWithDot = tags.sort().map((t) => `.${t}`);
-          setTags(tagsWithDot);
+          setTags(tags);
           setIsTagsLoading(false);
         }
       } catch (error) {
@@ -96,15 +95,15 @@ const TraceQLSearch = ({ datasource, query, onChange }: Props) => {
                 findFilter('service-name') || {
                   id: 'service-name',
                   type: 'static',
-                  tag: '.service.name',
+                  tag: 'service.name',
                   operator: '=',
+                  scope: TraceqlSearchScope.Resource,
                 }
               }
               datasource={datasource}
               setError={setError}
               updateFilter={updateFilter}
               tags={[]}
-              operators={['=', '!=', '=~']}
             />
           </InlineSearchField>
           <InlineSearchField label={'Span Name'}>
@@ -114,7 +113,6 @@ const TraceQLSearch = ({ datasource, query, onChange }: Props) => {
               setError={setError}
               updateFilter={updateFilter}
               tags={[]}
-              operators={['=', '!=', '=~']}
             />
           </InlineSearchField>
           <InlineSearchField label={'Duration'} tooltip="The span duration, i.e.	end - start time of the span">
diff --git a/public/app/plugins/datasource/tempo/SearchTraceQLEditor/utils.test.ts b/public/app/plugins/datasource/tempo/SearchTraceQLEditor/utils.test.ts
index 998a69e37f7..e0c48e7a8e8 100644
--- a/public/app/plugins/datasource/tempo/SearchTraceQLEditor/utils.test.ts
+++ b/public/app/plugins/datasource/tempo/SearchTraceQLEditor/utils.test.ts
@@ -1,3 +1,5 @@
+import { TraceqlSearchScope } from '../dataquery.gen';
+
 import { generateQueryFromFilters } from './utils';
 
 describe('generateQueryFromFilters generates the correct query for', () => {
@@ -20,7 +22,7 @@ describe('generateQueryFromFilters generates the correct query for', () => {
   it('a field with tag, operator and tag', () => {
     expect(
       generateQueryFromFilters([{ id: 'foo', type: 'static', tag: 'footag', value: 'foovalue', operator: '=' }])
-    ).toBe('{footag="foovalue"}');
+    ).toBe('{.footag="foovalue"}');
   });
 
   it('a field with valueType as integer', () => {
@@ -28,7 +30,7 @@ describe('generateQueryFromFilters generates the correct query for', () => {
       generateQueryFromFilters([
         { id: 'foo', type: 'static', tag: 'footag', value: '1234', operator: '>', valueType: 'integer' },
       ])
-    ).toBe('{footag>1234}');
+    ).toBe('{.footag>1234}');
   });
   it('two fields with everything filled in', () => {
     expect(
@@ -36,7 +38,7 @@ describe('generateQueryFromFilters generates the correct query for', () => {
         { id: 'foo', type: 'static', tag: 'footag', value: '1234', operator: '>=', valueType: 'integer' },
         { id: 'bar', type: 'dynamic', tag: 'bartag', value: 'barvalue', operator: '=', valueType: 'string' },
       ])
-    ).toBe('{footag>=1234 && bartag="barvalue"}');
+    ).toBe('{.footag>=1234 && .bartag="barvalue"}');
   });
   it('two fields but one is missing a value', () => {
     expect(
@@ -44,7 +46,7 @@ describe('generateQueryFromFilters generates the correct query for', () => {
         { id: 'foo', type: 'static', tag: 'footag', value: '1234', operator: '>=', valueType: 'integer' },
         { id: 'bar', type: 'dynamic', tag: 'bartag', operator: '=', valueType: 'string' },
       ])
-    ).toBe('{footag>=1234}');
+    ).toBe('{.footag>=1234}');
   });
   it('two fields but one is missing a value and the other a tag', () => {
     expect(
@@ -54,4 +56,49 @@ describe('generateQueryFromFilters generates the correct query for', () => {
       ])
     ).toBe('{}');
   });
+  it('scope is unscoped', () => {
+    expect(
+      generateQueryFromFilters([
+        {
+          id: 'foo',
+          type: 'static',
+          tag: 'footag',
+          value: '1234',
+          operator: '>=',
+          scope: TraceqlSearchScope.Unscoped,
+          valueType: 'integer',
+        },
+      ])
+    ).toBe('{.footag>=1234}');
+  });
+  it('scope is span', () => {
+    expect(
+      generateQueryFromFilters([
+        {
+          id: 'foo',
+          type: 'static',
+          tag: 'footag',
+          value: '1234',
+          operator: '>=',
+          scope: TraceqlSearchScope.Span,
+          valueType: 'integer',
+        },
+      ])
+    ).toBe('{span.footag>=1234}');
+  });
+  it('scope is resource', () => {
+    expect(
+      generateQueryFromFilters([
+        {
+          id: 'foo',
+          type: 'static',
+          tag: 'footag',
+          value: '1234',
+          operator: '>=',
+          scope: TraceqlSearchScope.Resource,
+          valueType: 'integer',
+        },
+      ])
+    ).toBe('{resource.footag>=1234}');
+  });
 });
diff --git a/public/app/plugins/datasource/tempo/SearchTraceQLEditor/utils.ts b/public/app/plugins/datasource/tempo/SearchTraceQLEditor/utils.ts
index c4763e670c4..22cc5333e25 100644
--- a/public/app/plugins/datasource/tempo/SearchTraceQLEditor/utils.ts
+++ b/public/app/plugins/datasource/tempo/SearchTraceQLEditor/utils.ts
@@ -1,11 +1,12 @@
 import { SelectableValue } from '@grafana/data';
 
-import { TraceqlFilter } from '../dataquery.gen';
+import { TraceqlFilter, TraceqlSearchScope } from '../dataquery.gen';
+import { CompletionProvider } from '../traceql/autocomplete';
 
 export const generateQueryFromFilters = (filters: TraceqlFilter[]) => {
   return `{${filters
     .filter((f) => f.tag && f.operator && f.value?.length)
-    .map((f) => `${f.tag}${f.operator}${valueHelper(f)}`)
+    .map((f) => `${scopeHelper(f)}${f.tag}${f.operator}${valueHelper(f)}`)
     .join(' && ')}}`;
 };
 
@@ -18,6 +19,15 @@ const valueHelper = (f: TraceqlFilter) => {
   }
   return f.value;
 };
+export const scopeHelper = (f: TraceqlFilter) => {
+  // Intrinsic fields don't have a scope
+  if (CompletionProvider.intrinsics.find((t) => t === f.tag)) {
+    return '';
+  }
+  return (
+    (f.scope === TraceqlSearchScope.Resource || f.scope === TraceqlSearchScope.Span ? f.scope?.toLowerCase() : '') + '.'
+  );
+};
 
 export function replaceAt<T>(array: T[], index: number, value: T) {
   const ret = array.slice(0);
diff --git a/public/app/plugins/datasource/tempo/dataquery.cue b/public/app/plugins/datasource/tempo/dataquery.cue
index 5813767ddb7..a5c7170fb27 100644
--- a/public/app/plugins/datasource/tempo/dataquery.cue
+++ b/public/app/plugins/datasource/tempo/dataquery.cue
@@ -54,7 +54,8 @@ composableKinds: DataQuery: {
 						#TempoQueryType: "traceql" | "traceqlSearch" | "search" | "serviceMap" | "upload" | "nativeSearch" | "clear" @cuetsy(kind="type")
 
 						// static fields are pre-set in the UI, dynamic fields are added by the user
-						#TraceqlSearchFilterType: "static" | "dynamic" @cuetsy(kind="type")
+						#TraceqlSearchFilterType: "static" | "dynamic"             @cuetsy(kind="type")
+						#TraceqlSearchScope:      "unscoped" | "resource" | "span" @cuetsy(kind="enum")
 						#TraceqlFilter: {
 							// Uniquely identify the filter, will not be used in the query generation
 							id: string
@@ -68,6 +69,8 @@ composableKinds: DataQuery: {
 							value?: string | [...string]
 							// The type of the value, used for example to check whether we need to wrap the value in quotes when generating the query
 							valueType?: string
+							// The scope of the filter, can either be unscoped/all scopes, resource or span
+							scope?: #TraceqlSearchScope
 						} @cuetsy(kind="interface")
 					},
 				]
diff --git a/public/app/plugins/datasource/tempo/dataquery.gen.ts b/public/app/plugins/datasource/tempo/dataquery.gen.ts
index 546a1b4d8f1..4578ae229fe 100644
--- a/public/app/plugins/datasource/tempo/dataquery.gen.ts
+++ b/public/app/plugins/datasource/tempo/dataquery.gen.ts
@@ -62,6 +62,12 @@ export type TempoQueryType = ('traceql' | 'traceqlSearch' | 'search' | 'serviceM
  */
 export type TraceqlSearchFilterType = ('static' | 'dynamic');
 
+export enum TraceqlSearchScope {
+  Resource = 'resource',
+  Span = 'span',
+  Unscoped = 'unscoped',
+}
+
 export interface TraceqlFilter {
   /**
    * Uniquely identify the filter, will not be used in the query generation
@@ -71,6 +77,10 @@ export interface TraceqlFilter {
    * The operator that connects the tag to the value, for example: =, >, !=, =~
    */
   operator?: string;
+  /**
+   * The scope of the filter, can either be unscoped/all scopes, resource or span
+   */
+  scope?: TraceqlSearchScope;
   /**
    * The tag for the search filter, for example: .http.status_code, .service.name, status
    */
diff --git a/public/app/plugins/datasource/tempo/traceql/traceql.ts b/public/app/plugins/datasource/tempo/traceql/traceql.ts
index acc720bc971..1ace5ecb793 100644
--- a/public/app/plugins/datasource/tempo/traceql/traceql.ts
+++ b/public/app/plugins/datasource/tempo/traceql/traceql.ts
@@ -23,6 +23,8 @@ export const languageConfiguration = {
 };
 
 export const operators = ['=', '!=', '>', '<', '>=', '<=', '=~'];
+export const stringOperators = ['=', '!=', '=~'];
+export const numberOperators = ['=', '!=', '>', '<', '>=', '<='];
 
 const intrinsics = ['duration', 'name', 'status', 'parent'];