diff --git a/app/Http/Controllers/CandidateController.php b/app/Http/Controllers/CandidateController.php
index d92ef69..61e7975 100644
--- a/app/Http/Controllers/CandidateController.php
+++ b/app/Http/Controllers/CandidateController.php
@@ -55,6 +55,27 @@ class CandidateController extends Controller
         ]);
     }
 
+    public function map()
+    {
+        $candidates = Candidate::with(['user', 'jobPosition'])
+            ->whereNotNull('city')
+            ->where('city', '!=', '')
+            ->get()
+            ->map(function($c) {
+                return [
+                    'id' => $c->id,
+                    'name' => $c->user->name,
+                    'city' => $c->city,
+                    'job' => $c->jobPosition?->title,
+                    'score' => $c->weighted_score
+                ];
+            });
+
+        return \Inertia\Inertia::render('Admin/Candidates/Map', [
+            'candidates' => $candidates
+        ]);
+    }
+
     public function updateOrder(Request $request)
     {
         $request->validate([
@@ -286,6 +307,8 @@ class CandidateController extends Controller
         $this->storeDocument($candidate, $file, $type);
     }
 
+
+
     public function toggleSelection(Candidate $candidate)
     {
         $candidate->update([
diff --git a/package-lock.json b/package-lock.json
index 4788559..b6b7bc5 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -8,6 +8,7 @@
                 "@tailwindcss/typography": "^0.5.19",
                 "chart.js": "^4.5.1",
                 "date-fns": "^4.1.0",
+                "leaflet": "^1.9.4",
                 "marked": "^17.0.4",
                 "vuedraggable": "^4.1.0"
             },
@@ -1937,6 +1938,12 @@
                 "vite": "^8.0.0"
             }
         },
+        "node_modules/leaflet": {
+            "version": "1.9.4",
+            "resolved": "https://registry.npmjs.org/leaflet/-/leaflet-1.9.4.tgz",
+            "integrity": "sha512-nxS1ynzJOmOlHp+iL3FyWqK89GtNL8U8rvlMOsQdTTssxZwCXh8N2NB3GDQOL+YR3XnWyZAxwQixURb+FA74PA==",
+            "license": "BSD-2-Clause"
+        },
         "node_modules/lightningcss": {
             "version": "1.32.0",
             "resolved": "https://registry.npmjs.org/lightningcss/-/lightningcss-1.32.0.tgz",
diff --git a/package.json b/package.json
index 8da98a9..e872127 100644
--- a/package.json
+++ b/package.json
@@ -24,6 +24,7 @@
         "@tailwindcss/typography": "^0.5.19",
         "chart.js": "^4.5.1",
         "date-fns": "^4.1.0",
+        "leaflet": "^1.9.4",
         "marked": "^17.0.4",
         "vuedraggable": "^4.1.0"
     }
diff --git a/resources/js/Layouts/AdminLayout.vue b/resources/js/Layouts/AdminLayout.vue
index ff4235f..f7beed9 100644
--- a/resources/js/Layouts/AdminLayout.vue
+++ b/resources/js/Layouts/AdminLayout.vue
@@ -55,6 +55,11 @@ const navItems = [
         label: 'Selection',
         icon: 'M9 12l2 2 4-4m6 2a9 9 0 11-18 0 9 9 0 0118 0z',
     },
+    {
+        route: 'admin.candidates.map',
+        label: 'Carte',
+        icon: 'M17.657 16.657L13.414 20.9a1.998 1.998 0 01-2.827 0l-4.244-4.243a8 8 0 1111.314 0z M15 11a3 3 0 11-6 0 3 3 0 016 0z',
+    },
 ];
 
 const superAdminItems = [
diff --git a/resources/js/Pages/Admin/Candidates/Map.vue b/resources/js/Pages/Admin/Candidates/Map.vue
new file mode 100644
index 0000000..05ad13b
--- /dev/null
+++ b/resources/js/Pages/Admin/Candidates/Map.vue
@@ -0,0 +1,114 @@
+<script setup>
+import AdminLayout from '@/Layouts/AdminLayout.vue';
+import { Head } from '@inertiajs/vue3';
+import { onMounted, ref } from 'vue';
+import L from 'leaflet';
+import 'leaflet/dist/leaflet.css';
+
+// Fix for Leaflet default icons
+import icon from 'leaflet/dist/images/marker-icon.png';
+const DefaultIcon = L.icon({
+    iconUrl: icon,
+    iconSize: [25, 41],
+    iconAnchor: [12, 41],
+    popupAnchor: [1, -34],
+    shadowSize: [41, 41]
+});
+L.Marker.prototype.options.icon = DefaultIcon;
+
+const props = defineProps({
+    candidates: Array
+});
+
+const mapContainer = ref(null);
+const isLoading = ref(true);
+const geocodedCount = ref(0);
+
+onMounted(async () => {
+    const map = L.map(mapContainer.value).setView([46.603354, 1.888334], 6); // Centered on France
+
+    L.tileLayer('https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png', {
+        attribution: '&copy; <a href="https://www.openstreetmap.org/copyright">OpenStreetMap</a> contributors'
+    }).addTo(map);
+
+    const markers = [];
+
+    for (const candidate of props.candidates) {
+        if (!candidate.city) continue;
+
+        try {
+            // Rate limited geocoding (Nominatim allows 1 request/sec ideally)
+            const response = await fetch(`https://nominatim.openstreetmap.org/search?format=json&q=${encodeURIComponent(candidate.city)}&limit=1`);
+            const data = await response.json();
+
+            if (data && data.length > 0) {
+                const { lat, lon } = data[0];
+                const marker = L.marker([lat, lon]).addTo(map);
+                marker.bindPopup(`
+                    <div class="p-1">
+                        <p class="font-bold text-primary">${candidate.name}</p>
+                        <p class="text-xs text-slate-500">${candidate.city}</p>
+                        <p class="text-xs font-semibold mt-1">${candidate.job || 'Pas de poste'}</p>
+                        <p class="text-[10px] bg-indigo-50 text-indigo-600 px-1.5 py-0.5 rounded mt-1 inline-block">Score: ${candidate.score}/20</p>
+                    </div>
+                `);
+                markers.push(marker);
+                geocodedCount.value++;
+            }
+            
+            // Artificial delay to avoid being blocked by Nominatim
+            await new Promise(resolve => setTimeout(resolve, 800));
+        } catch (error) {
+            console.error(`Geocoding failed for ${candidate.city}:`, error);
+        }
+    }
+
+    if (markers.length > 0) {
+        const group = new L.featureGroup(markers);
+        map.fitBounds(group.getBounds().pad(0.1));
+    }
+    
+    isLoading.value = false;
+});
+</script>
+
+<template>
+    <Head title="Provenance des Candidats" />
+
+    <AdminLayout>
+        <template #header>
+            Carte de Provenance
+        </template>
+
+        <div class="mb-6 flex justify-between items-center">
+            <div>
+                <h3 class="text-2xl font-bold">Localisation des Candidats</h3>
+                <p class="text-sm text-slate-500 mt-1">
+                    Visualisez d'où viennent vos candidats sur la carte.
+                </p>
+            </div>
+            <div v-if="isLoading" class="flex items-center gap-2 text-indigo-600 font-bold text-sm bg-indigo-50 px-4 py-2 rounded-xl">
+                <svg class="animate-spin h-4 w-4" viewBox="0 0 24 24">
+                    <circle class="opacity-25" cx="12" cy="12" r="10" stroke="currentColor" stroke-width="4" fill="none"></circle>
+                    <path class="opacity-75" fill="currentColor" d="M4 12a8 8 0 018-8V0C5.373 0 0 5.373 0 12h4zm2 5.291A7.962 7.962 0 014 12H0c0 3.042 1.135 5.824 3 7.938l3-2.647z"></path>
+                </svg>
+                Geocodage en cours ({{ geocodedCount }}/{{ candidates.length }})...
+            </div>
+        </div>
+
+        <div class="bg-white dark:bg-slate-800 rounded-2xl shadow-sm border border-slate-200 dark:border-slate-700 overflow-hidden">
+            <div ref="mapContainer" class="w-full h-[600px] z-10"></div>
+        </div>
+    </AdminLayout>
+</template>
+
+<style>
+/* Leaflet popup customization */
+.leaflet-popup-content-wrapper {
+    border-radius: 12px;
+    box-shadow: 0 10px 15px -3px rgb(0 0 0 / 0.1);
+}
+.leaflet-popup-tip {
+    box-shadow: 0 10px 15px -3px rgb(0 0 0 / 0.1);
+}
+</style>
diff --git a/routes/web.php b/routes/web.php
index 8d3fa31..18017c8 100644
--- a/routes/web.php
+++ b/routes/web.php
@@ -80,6 +80,7 @@ Route::middleware('auth')->group(function () {
     Route::middleware('admin')->prefix('admin')->name('admin.')->group(function () {
         Route::get('/comparative', [\App\Http\Controllers\CandidateController::class, 'comparative'])->name('comparative');
         Route::get('/candidates/selected', [\App\Http\Controllers\CandidateController::class, 'selectedCandidates'])->name('candidates.selected');
+        Route::get('/candidates/map', [\App\Http\Controllers\CandidateController::class, 'map'])->name('candidates.map');
         Route::post('/candidates/update-order', [\App\Http\Controllers\CandidateController::class, 'updateOrder'])->name('candidates.update-order');
         Route::resource('candidates', \App\Http\Controllers\CandidateController::class)->only(['index', 'store', 'show', 'destroy', 'update']);
         Route::patch('/candidates/{candidate}/notes', [\App\Http\Controllers\CandidateController::class, 'updateNotes'])->name('candidates.update-notes');