diff --git a/src/components/map-projects/Candidates.jsx b/src/components/map-projects/Candidates.jsx
index 1aadd65..c08d9ad 100644
--- a/src/components/map-projects/Candidates.jsx
+++ b/src/components/map-projects/Candidates.jsx
@@ -54,7 +54,7 @@ import {
   conceptBelongsToTargetRepo,
   sortRowViews,
   conceptForMapping,
-  resolveAICandidateID
+  getAIAnalysisCandidateIDs
 } from './viewBuilders.js'
 
 const getRowProgressLabel = (stageMap, algos) => {
@@ -452,21 +452,8 @@ const Candidates = ({rowIndex, alert, setAlert, rowState, conceptCache, targetCa
     ? undefined
     : analysisArray[analysisPage]
   const selectedAnalysisForGrouping = selectedAnalysis || analysisArray[analysisCount - 1]
-  const primary = selectedAnalysis?.output?.primary_candidate || selectedAnalysis?.primary_candidate
-  const AIRecommendedCandidateId = resolveAICandidateID(primary, conceptCache)
-  const alternateCandidates = selectedAnalysis?.output?.alternative_candidates || selectedAnalysis?.alternative_candidates || []
-  const AIAlternateCandidateIds = [...new Set(alternateCandidates
-    .map(candidate => resolveAICandidateID(candidate, conceptCache))
-    .filter(id => id && id !== AIRecommendedCandidateId))]
-  const groupedAnalysisPrimaryId = resolveAICandidateID(
-    selectedAnalysisForGrouping?.output?.primary_candidate || selectedAnalysisForGrouping?.primary_candidate,
-    conceptCache
-  )
-  const groupedAnalysisAlternateIds = [...new Set(
-    (selectedAnalysisForGrouping?.output?.alternative_candidates || selectedAnalysisForGrouping?.alternative_candidates || [])
-      .map(candidate => resolveAICandidateID(candidate, conceptCache))
-      .filter(id => id && id !== groupedAnalysisPrimaryId)
-  )]
+  const { primaryCandidateId: AIRecommendedCandidateId, alternateCandidateIds: AIAlternateCandidateIds } = getAIAnalysisCandidateIDs(selectedAnalysis, conceptCache)
+  const { primaryCandidateId: groupedAnalysisPrimaryId, alternateCandidateIds: groupedAnalysisAlternateIds } = getAIAnalysisCandidateIDs(selectedAnalysisForGrouping, conceptCache)
 
   // Quality (score-grouped) view shows ONLY target-repo concepts. Bridge
   // intermediaries live in algorithm view as metadata-about-the-target;
diff --git a/src/components/map-projects/MapProject.jsx b/src/components/map-projects/MapProject.jsx
index 0fb22b7..897609f 100644
--- a/src/components/map-projects/MapProject.jsx
+++ b/src/components/map-projects/MapProject.jsx
@@ -76,7 +76,7 @@ import { OperationsContext } from '../app/LayoutContext';
 import APIService, { isTransientNetworkError, retryWithBackoff } from '../../services/APIService';
 import { buildAttributionHeaders, buildConfigSnapshot, summarizeRunCompletion } from '../../services/attribution'
 import { highlightTexts, dropVersion, getCurrentUser, hasAuthGroup, downloadObject, currentUserToken } from '../../common/utils';
-import { WHITE, SURFACE_COLORS } from '../../common/colors';
+import { WHITE, SURFACE_COLORS, TEXT_GRAY } from '../../common/colors';
 
 import { useDoubleClick } from '../common/useDoubleClick'
 import CloseIconButton from '../common/CloseIconButton';
@@ -84,7 +84,7 @@ import ConceptDetailsPanel from './ConceptDetailsPanel'
 import { buildPanelPayload } from './openConceptPanel'
 import LoaderDialog from '../common/LoaderDialog'
 import Error403 from '../errors/Error403'
-import { HEADERS, SEMANTIC_SEARCH_HEADERS, ROW_STATES, VIEWS, DECISION_TABS, ROW_STAGES, PROMPTS_KEY_DEFAULT, PROMPTS_ACTION_TYPE_DEFAULT } from './constants'
+import { HEADERS, SEMANTIC_SEARCH_HEADERS, ROW_STATES, VIEWS, DECISION_TABS, ROW_STAGES, PROMPTS_KEY_DEFAULT, PROMPTS_ACTION_TYPE_DEFAULT, SCORES_COLOR } from './constants'
 import MapProjectDeleteConfirmDialog from './MapProjectDeleteConfirmDialog';
 import ConfigurationForm from './ConfigurationForm'
 import Controls from './Controls'
@@ -107,7 +107,7 @@ import { DEFAULT_ENCODER_MODEL } from './rerankerModels'
 import { normalizeAlgorithmInvocation, lookupStatusRank, buildRecommendableConceptEntry, stripConstantClassAndDatatype, buildLookupConceptUrl } from './normalizers'
 import { parseConceptKey } from './conceptKey'
 import { getDefaultTargetRepoVersion, getProjectTargetRepoVersion, getTargetRepoVersionFromUrl, getTargetRepoVersionId } from './projectTargetRepo'
-import { buildBridgeTargetDownloadEntries, buildQualityRowViews, conceptBelongsToTargetRepo, conceptForMapping, formatBridgeTargetDownloadEntry, resolveAICandidateID } from './viewBuilders.js'
+import { buildBridgeTargetDownloadEntries, buildQualityRowViews, conceptBelongsToTargetRepo, conceptForMapping, formatBridgeTargetDownloadEntry, resolveAICandidateID, getScoreDetails, getAIAnalysisCandidateIDs } from './viewBuilders.js'
 
 import './MapProject.scss'
 import '../common/ResizablePanel.scss'
@@ -822,6 +822,25 @@ const MapProject = () => {
     return _columns
   }
 
+  const getRowStateLabel = index => VIEWS[getStateFromIndex(index)]?.label || ''
+  const getRowScoreDetails = index => getScoreDetails({search_meta: mapSelected[index]?.search_meta}, candidatesScore)
+  const getRowMatchQualityLabel = index => {
+    const qualityBucket = getRowScoreDetails(index).qualityBucket
+    return qualityBucket ? startCase(qualityBucket) : t('map_project.unranked')
+  }
+
+  const getRowAIIndicatorMeta = (index, targetConcept) => {
+    const status = rowStageRef.current[index]?.recommend
+    const { latestAnalysis, primaryCandidateId, alternateCandidateIds } = getAIAnalysisCandidateIDs(analysis[index], conceptCacheRef.current)
+    const targetCode = targetConcept?.id || targetConcept?.reference?.code
+    return {
+      status,
+      latestAnalysis,
+      isPrimaryMatch: Boolean(targetCode && primaryCandidateId && targetCode === primaryCandidateId),
+      isAlternateMatch: Boolean(targetCode && alternateCandidateIds.includes(targetCode)),
+    }
+  }
+
   const getColumnsForTable = () => {
     let cols = []
     forEach(columns, (column, idx) => {
@@ -897,42 +916,156 @@ const MapProject = () => {
     cols.push({
       field: '_targetCode_',
       headerName: t('map_project.target_code'),
-      width: columnWidth['_targetCode_'] || 300,
+      width: columnWidth['_targetCode_'] || 360,
       renderCell: params => {
         const targetConcept = getConcept(mapSelected[params.row.__index])
+        const aiMeta = AI_ASSISTANT_API_URL ? getRowAIIndicatorMeta(params.row.__index, targetConcept) : null
         if(targetConcept?.id) {
-          return <Concept key={`${params.row.__index}-${targetConcept.id}`} sx={{padding: 0}} repoVersion={repoVersion} notClickable firstChild concept={targetConcept} noScore onCardClick={false} noSynonymPrefix asTarget />
+          return (
+            <span style={{display: 'flex', alignItems: 'flex-start', gap: '6px', width: '100%'}}>
+              {
+                aiMeta?.status === 0 ?
+                  <Tooltip title={t('map_project.ai_recommendation_running')}>
+                    <span style={{display: 'inline-flex', paddingTop: '7px'}}>
+                      <CircularProgress size={14} />
+                    </span>
+                  </Tooltip> :
+                aiMeta?.status === -2 ?
+                  <Tooltip title={t('map_project.ai_recommendation_failed_retry')}>
+                    <IconButton size='small' sx={{padding: '4px', marginTop: '3px'}} onClick={e => { e.stopPropagation(); fetchRecommendation(params.row) }}>
+                      <AssistantIcon color='error' fontSize='small' />
+                    </IconButton>
+                  </Tooltip> :
+                aiMeta?.latestAnalysis ?
+                  <Tooltip title={aiMeta.isPrimaryMatch ? t('map_project.ai_recommended') : (aiMeta.isAlternateMatch ? t('map_project.ai_alternate') : t('map_project.ai_analysis'))}>
+                    <span style={{display: 'inline-flex', paddingTop: '7px'}}>
+                      <AssistantIcon color={aiMeta.isPrimaryMatch ? 'primary' : 'warning'} fontSize='small' />
+                    </span>
+                  </Tooltip> :
+                null
+              }
+              <span style={{minWidth: 0, flex: 1}}>
+                <Concept key={`${params.row.__index}-${targetConcept.id}`} sx={{padding: 0}} repoVersion={repoVersion} notClickable firstChild concept={targetConcept} noScore onCardClick={false} noSynonymPrefix asTarget />
+              </span>
+            </span>
+          )
         }
       }
     })
-    if(AI_ASSISTANT_API_URL) {
-      cols.push({
-        field: '_aiRecommendStatus_',
-        headerName: '',
-        width: 48,
-        sortable: false,
-        filterable: false,
-        disableColumnMenu: true,
-        renderCell: params => {
-          const status = rowStageRef.current[params.row.__index]?.recommend
-          if(status === 0)
-            return (
-              <Tooltip title={t('map_project.ai_recommendation_running')}>
-                <CircularProgress size={16} />
-              </Tooltip>
-            )
-          if(status === -2)
-            return (
-              <Tooltip title={t('map_project.ai_recommendation_failed_retry')}>
-                <IconButton size='small' onClick={e => { e.stopPropagation(); fetchRecommendation(params.row) }}>
-                  <AssistantIcon color='error' fontSize='small' />
-                </IconButton>
-              </Tooltip>
-            )
+    cols.push({
+      field: '_rowState_',
+      headerName: t('map_project.state'),
+      width: columnWidth['_rowState_'] || 130,
+      valueGetter: (_, row) => getRowStateLabel(row.__index),
+      renderCell: params => {
+        const state = VIEWS[getStateFromIndex(params.row.__index)]
+        return (
+          <Chip
+            size='small'
+            icon={state?.icon}
+            label={state?.label || ''}
+            color={state?.color || 'default'}
+            variant='outlined'
+          />
+        )
+      }
+    })
+    cols.push({
+      field: '_matchQuality_',
+      headerName: t('map_project.group_by_match_quality'),
+      width: columnWidth['_matchQuality_'] || 160,
+      align: 'left',
+      headerAlign: 'left',
+      valueGetter: (_, row) => getRowMatchQualityLabel(row.__index),
+      renderCell: params => {
+        const details = getRowScoreDetails(params.row.__index)
+        const label = getRowMatchQualityLabel(params.row.__index)
+        return (
+          <Chip
+            size='small'
+            label={label}
+            sx={details.qualityBucket ? {backgroundColor: SCORES_COLOR[details.qualityBucket], color: TEXT_GRAY} : undefined}
+            variant={details.qualityBucket ? 'filled' : 'outlined'}
+          />
+        )
+      }
+    })
+    cols.push({
+      field: '_bestScore_',
+      headerName: t('search.search_score'),
+      width: columnWidth['_bestScore_'] || 130,
+      align: 'left',
+      headerAlign: 'left',
+      type: 'number',
+      valueGetter: (_, row) => getRowScoreDetails(row.__index).percentile,
+      renderCell: params => {
+        const details = getRowScoreDetails(params.row.__index)
+        return details.rerankScore || ''
+      }
+    })
+    cols.push({
+      field: '_rawScore_',
+      headerName: t('search.search_raw_score'),
+      width: columnWidth['_rawScore_'] || 130,
+      align: 'left',
+      headerAlign: 'left',
+      type: 'number',
+      valueGetter: (_, row) => getRowScoreDetails(row.__index).score,
+      renderCell: params => {
+        const details = getRowScoreDetails(params.row.__index)
+        return details.algoScore || ''
+      }
+    })
+    cols.push({
+      field: '_mapType_',
+      headerName: t('map_project.map_type'),
+      width: columnWidth['_mapType_'] || 150,
+      valueGetter: (_, row) => mapSelected[row.__index] ? (mapTypes[row.__index] || '') : '',
+      renderCell: params => {
+        if(!mapSelected[params.row.__index])
           return null
-        }
-      })
-    }
+        const mapType = mapTypes[params.row.__index]
+        return mapType ? (
+          <Chip
+            size='small'
+            label={mapType}
+            variant='outlined'
+            color='primary'
+          />
+        ) : null
+      }
+    })
+    cols.push({
+      field: '_algorithms_',
+      headerName: t('map_project.algorithms'),
+      width: columnWidth['_algorithms_'] || 220,
+      sortable: false,
+      valueGetter: (_, row) => {
+        const targetConcept = getConcept(mapSelected[row.__index])
+        const contributingAlgorithms = targetConcept?.search_meta?.contributing_algorithms || []
+        const contributingAlgorithmIds = targetConcept?.search_meta?.contributing_algorithm_ids || targetConcept?.contributingAlgorithmIds || []
+        return compact([
+          ...contributingAlgorithms.map(algo => algo?.algorithm_id),
+          ...contributingAlgorithmIds,
+          targetConcept?.search_meta?.algorithm
+        ]).join(', ')
+      },
+      renderCell: params => {
+        const targetConcept = getConcept(mapSelected[params.row.__index])
+        const contributingAlgorithms = targetConcept?.search_meta?.contributing_algorithms || []
+        const contributingAlgorithmIds = targetConcept?.search_meta?.contributing_algorithm_ids || targetConcept?.contributingAlgorithmIds || []
+        const algoIds = uniq(compact([
+          ...contributingAlgorithms.map(algo => algo?.algorithm_id),
+          ...contributingAlgorithmIds,
+          targetConcept?.search_meta?.algorithm
+        ]))
+        return (
+          <span style={{display: 'inline-flex', gap: '4px', flexWrap: 'wrap', padding: '4px 0'}}>
+            {algoIds.map(algoId => <Chip key={algoId} size='small' label={algoId} variant='outlined' color='warning' />)}
+          </span>
+        )
+      }
+    })
     return cols
   }
 
@@ -3446,19 +3579,14 @@ const MapProject = () => {
   // AI chip state as the current row. Fall back to the latest analysis
   // available for this row when callers don't supply explicit ids.
   const getCurrentRowAIIds = () => {
-    const rowAnalysis = analysis?.[rowIndex]
-    const analysisArray = Array.isArray(rowAnalysis) ? rowAnalysis : (rowAnalysis ? [rowAnalysis] : [])
-    const selectedAnalysis = analysisArray[analysisArray.length - 1]
-    if(!selectedAnalysis) return { recommendedId: undefined, alternateIds: [] }
-
-    const primary = selectedAnalysis?.output?.primary_candidate || selectedAnalysis?.primary_candidate
-    const recommendedId = resolveAICandidateID(primary, conceptCacheRef.current)
-    const alternateCandidates = selectedAnalysis?.output?.alternative_candidates || selectedAnalysis?.alternative_candidates || []
-    const alternateIds = [...new Set(alternateCandidates
-      .map(candidate => resolveAICandidateID(candidate, conceptCacheRef.current))
-      .filter(id => id && id !== recommendedId))]
-
-    return { recommendedId, alternateIds }
+    const { primaryCandidateId, alternateCandidateIds } = getAIAnalysisCandidateIDs(
+      analysis?.[rowIndex],
+      conceptCacheRef.current
+    )
+    return {
+      recommendedId: primaryCandidateId ?? undefined,
+      alternateIds: alternateCandidateIds
+    }
   }
 
   const openConceptPanel = (concept, options = {}) => {
diff --git a/src/components/map-projects/MapProject.scss b/src/components/map-projects/MapProject.scss
index ed9cc41..d171fa0 100644
--- a/src/components/map-projects/MapProject.scss
+++ b/src/components/map-projects/MapProject.scss
@@ -17,3 +17,16 @@
 .unmatched-row {
     border-left: 8px solid #bdbdbd;
 }
+
+.MuiDataGrid-panel .MuiDataGrid-filterFormValueInput .MuiChip-root {
+    background-color: #e5e1e6 !important;
+    color: #47464f !important;
+}
+
+.MuiDataGrid-panel .MuiDataGrid-filterFormValueInput .MuiChip-root .MuiChip-label {
+    color: #47464f !important;
+}
+
+.MuiDataGrid-panel .MuiDataGrid-filterFormValueInput .MuiChip-root .MuiChip-deleteIcon {
+    color: #76758b !important;
+}
diff --git a/src/components/map-projects/__tests__/viewHelpers.test.js b/src/components/map-projects/__tests__/viewHelpers.test.js
index 2088127..2412bfb 100644
--- a/src/components/map-projects/__tests__/viewHelpers.test.js
+++ b/src/components/map-projects/__tests__/viewHelpers.test.js
@@ -15,7 +15,9 @@ import {
   conceptBelongsToTargetRepo,
   getScoreDetails,
   conceptForMapping,
-  resolveAICandidateID
+  resolveAICandidateID,
+  getLatestAnalysisEntry,
+  getAIAnalysisCandidateIDs
 } from '../viewBuilders.js'
 
 const candidatesScore = { recommended: 80, available: 60 }
@@ -225,3 +227,34 @@ test('resolveAICandidateID: concept_key present but not in cache falls through t
 test('resolveAICandidateID: completely unidentified candidate returns null', () => {
   assert.equal(resolveAICandidateID({}, {}), null)
 })
+
+test('getLatestAnalysisEntry: returns the last entry from analysis history', () => {
+  const analysis = [{output: {recommendation: 'first'}}, {output: {recommendation: 'latest'}}]
+  assert.deepEqual(getLatestAnalysisEntry(analysis), analysis[1])
+  assert.equal(getLatestAnalysisEntry(null), null)
+})
+
+test('getAIAnalysisCandidateIDs: resolves primary + alternate ids from latest analysis entry', () => {
+  const analysis = [
+    {output: {primary_candidate: {canonical_reference: {code: 'OLD'}}}},
+    {
+      output: {
+        primary_candidate: {concept_key: 'k1'},
+        alternative_candidates: [
+          {canonical_reference: {code: 'ALT-1'}},
+          {concept_key: 'k2'},
+          {canonical_reference: {code: 'ALT-1'}},
+        ]
+      }
+    }
+  ]
+  const conceptCache = {
+    k1: {reference: {code: 'PRIMARY'}},
+    k2: {reference: {code: 'ALT-2'}},
+  }
+
+  const out = getAIAnalysisCandidateIDs(analysis, conceptCache)
+  assert.equal(out.primaryCandidateId, 'PRIMARY')
+  assert.deepEqual(out.alternateCandidateIds, ['ALT-1', 'ALT-2'])
+  assert.equal(out.latestAnalysis, analysis[1])
+})
diff --git a/src/components/map-projects/viewBuilders.js b/src/components/map-projects/viewBuilders.js
index e5ecad8..719a3dd 100644
--- a/src/components/map-projects/viewBuilders.js
+++ b/src/components/map-projects/viewBuilders.js
@@ -488,3 +488,22 @@ export const resolveAICandidateID = (candidate, conceptCache) => {
     return conceptCache[candidate.concept_key].reference.code
   return candidate.canonical_reference?.code || null
 }
+
+export const getLatestAnalysisEntry = (analysisProp) => {
+  if(Array.isArray(analysisProp)) return analysisProp[analysisProp.length - 1]
+  return analysisProp || null
+}
+
+export const getAIAnalysisCandidateIDs = (analysisProp, conceptCache) => {
+  const latestAnalysis = getLatestAnalysisEntry(analysisProp)
+  const output = latestAnalysis?.output || latestAnalysis
+  const primaryCandidateId = resolveAICandidateID(output?.primary_candidate, conceptCache)
+  const alternateCandidateIds = uniq((output?.alternative_candidates || [])
+    .map(candidate => resolveAICandidateID(candidate, conceptCache))
+    .filter(id => id && id !== primaryCandidateId))
+  return {
+    latestAnalysis,
+    primaryCandidateId,
+    alternateCandidateIds
+  }
+}
diff --git a/src/i18n/locales/en/translations.json b/src/i18n/locales/en/translations.json
index 3c887d5..566fde8 100644
--- a/src/i18n/locales/en/translations.json
+++ b/src/i18n/locales/en/translations.json
@@ -442,6 +442,7 @@
     "not_recommended": "Not Recommended",
     "available": "Available",
     "recommended": "Recommended",
+    "state": "State",
     "unranked": "Unranked",
     "low_ranked": "Low Ranked",
     "field_configuration": "Field Configuration",
diff --git a/src/i18n/locales/es/translations.json b/src/i18n/locales/es/translations.json
index deee65d..355ebc3 100644
--- a/src/i18n/locales/es/translations.json
+++ b/src/i18n/locales/es/translations.json
@@ -407,6 +407,7 @@
     "not_recommended": "No Recomendado",
     "available": "Disponible",
     "recommended": "Recomendado",
+    "state": "Estado",
     "unranked": "Sin Clasificar",
     "low_ranked": "De baja clasificación",
     "field_configuration": "Configuración de Campo",
diff --git a/src/i18n/locales/zh/translations.json b/src/i18n/locales/zh/translations.json
index 6aaafab..3148e4e 100644
--- a/src/i18n/locales/zh/translations.json
+++ b/src/i18n/locales/zh/translations.json
@@ -432,6 +432,7 @@
     "not_recommended": "不推荐",
     "available": "可用",
     "recommended": "推荐",
+    "state": "状态",
     "unranked": "未排名",
     "low_ranked": "低排名",
     "field_configuration": "字段配置",