diff --git a/backend/igny8_core/ai/functions/auto_cluster.py b/backend/igny8_core/ai/functions/auto_cluster.py
index 2f94b39a..e1b61f4c 100644
--- a/backend/igny8_core/ai/functions/auto_cluster.py
+++ b/backend/igny8_core/ai/functions/auto_cluster.py
@@ -97,7 +97,6 @@ class AutoClusterFunction(BaseAIFunction):
                     'keyword': kw.keyword,
                     'volume': kw.volume,
                     'difficulty': kw.difficulty,
-                    'intent': kw.intent,
                 }
                 for kw in keywords
             ],
@@ -111,7 +110,7 @@ class AutoClusterFunction(BaseAIFunction):
         
         # Format keywords
         keywords_text = '\n'.join([
-            f"- {kw['keyword']} (Volume: {kw['volume']}, Difficulty: {kw['difficulty']}, Intent: {kw['intent']})"
+            f"- {kw['keyword']} (Volume: {kw['volume']}, Difficulty: {kw['difficulty']})"
             for kw in keyword_data
         ])
         
diff --git a/backend/igny8_core/api/tests/test_integration_base.py b/backend/igny8_core/api/tests/test_integration_base.py
index 58c7fd52..a86df97c 100644
--- a/backend/igny8_core/api/tests/test_integration_base.py
+++ b/backend/igny8_core/api/tests/test_integration_base.py
@@ -79,7 +79,7 @@ class IntegrationTestBase(TestCase):
             sector=self.industry_sector,
             volume=1000,
             difficulty=50,
-            intent="informational"
+            country="US"
         )
         
         # Authenticate client
diff --git a/backend/igny8_core/auth/admin.py b/backend/igny8_core/auth/admin.py
index 8b054ac0..633e7f21 100644
--- a/backend/igny8_core/auth/admin.py
+++ b/backend/igny8_core/auth/admin.py
@@ -548,18 +548,18 @@ class IndustrySectorAdmin(Igny8ModelAdmin):
 @admin.register(SeedKeyword)
 class SeedKeywordAdmin(Igny8ModelAdmin):
     """SeedKeyword admin - Global reference data, no account filtering"""
-    list_display = ['keyword', 'industry', 'sector', 'volume', 'difficulty', 'intent', 'is_active', 'created_at']
-    list_filter = ['is_active', 'industry', 'sector', 'intent']
+    list_display = ['keyword', 'industry', 'sector', 'volume', 'difficulty', 'country', 'is_active', 'created_at']
+    list_filter = ['is_active', 'industry', 'sector', 'country']
     search_fields = ['keyword']
     readonly_fields = ['created_at', 'updated_at']
     actions = ['delete_selected']  # Enable bulk delete
     
     fieldsets = (
         ('Keyword Info', {
-            'fields': ('keyword', 'industry', 'sector', 'is_active')
+            'fields': ('keyword', 'industry', 'sector', 'country', 'is_active')
         }),
         ('SEO Metrics', {
-            'fields': ('volume', 'difficulty', 'intent')
+            'fields': ('volume', 'difficulty')
         }),
         ('Timestamps', {
             'fields': ('created_at', 'updated_at')
diff --git a/backend/igny8_core/auth/migrations/0018_add_country_remove_intent_seedkeyword.py b/backend/igny8_core/auth/migrations/0018_add_country_remove_intent_seedkeyword.py
new file mode 100644
index 00000000..ced24ba6
--- /dev/null
+++ b/backend/igny8_core/auth/migrations/0018_add_country_remove_intent_seedkeyword.py
@@ -0,0 +1,30 @@
+# Generated by Django 5.2.9 on 2025-12-17 06:04
+
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        ('igny8_core_auth', '0017_add_history_tracking'),
+    ]
+
+    operations = [
+        migrations.RemoveIndex(
+            model_name='seedkeyword',
+            name='igny8_seed__intent_15020d_idx',
+        ),
+        migrations.RemoveField(
+            model_name='seedkeyword',
+            name='intent',
+        ),
+        migrations.AddField(
+            model_name='seedkeyword',
+            name='country',
+            field=models.CharField(choices=[('US', 'United States'), ('CA', 'Canada'), ('GB', 'United Kingdom'), ('AE', 'United Arab Emirates'), ('AU', 'Australia'), ('IN', 'India'), ('PK', 'Pakistan')], default='US', help_text='Target country for this keyword', max_length=2),
+        ),
+        migrations.AddIndex(
+            model_name='seedkeyword',
+            index=models.Index(fields=['country'], name='igny8_seed__country_4127a5_idx'),
+        ),
+    ]
diff --git a/backend/igny8_core/auth/models.py b/backend/igny8_core/auth/models.py
index f722c374..00ec7b30 100644
--- a/backend/igny8_core/auth/models.py
+++ b/backend/igny8_core/auth/models.py
@@ -517,11 +517,14 @@ class SeedKeyword(models.Model):
     These are canonical keywords that can be imported into account-specific Keywords.
     Non-deletable global reference data.
     """
-    INTENT_CHOICES = [
-        ('informational', 'Informational'),
-        ('navigational', 'Navigational'),
-        ('commercial', 'Commercial'),
-        ('transactional', 'Transactional'),
+    COUNTRY_CHOICES = [
+        ('US', 'United States'),
+        ('CA', 'Canada'),
+        ('GB', 'United Kingdom'),
+        ('AE', 'United Arab Emirates'),
+        ('AU', 'Australia'),
+        ('IN', 'India'),
+        ('PK', 'Pakistan'),
     ]
     
     keyword = models.CharField(max_length=255, db_index=True)
@@ -533,7 +536,7 @@ class SeedKeyword(models.Model):
         validators=[MinValueValidator(0), MaxValueValidator(100)],
         help_text='Keyword difficulty (0-100)'
     )
-    intent = models.CharField(max_length=50, choices=INTENT_CHOICES, default='informational')
+    country = models.CharField(max_length=2, choices=COUNTRY_CHOICES, default='US', help_text='Target country for this keyword')
     is_active = models.BooleanField(default=True, db_index=True)
     created_at = models.DateTimeField(auto_now_add=True)
     updated_at = models.DateTimeField(auto_now=True)
@@ -547,7 +550,7 @@ class SeedKeyword(models.Model):
             models.Index(fields=['keyword']),
             models.Index(fields=['industry', 'sector']),
             models.Index(fields=['industry', 'sector', 'is_active']),
-            models.Index(fields=['intent']),
+            models.Index(fields=['country']),
         ]
         ordering = ['keyword']
     
diff --git a/backend/igny8_core/auth/serializers.py b/backend/igny8_core/auth/serializers.py
index 01965177..1978ff83 100644
--- a/backend/igny8_core/auth/serializers.py
+++ b/backend/igny8_core/auth/serializers.py
@@ -524,14 +524,14 @@ class SeedKeywordSerializer(serializers.ModelSerializer):
     industry_slug = serializers.CharField(source='industry.slug', read_only=True)
     sector_name = serializers.CharField(source='sector.name', read_only=True)
     sector_slug = serializers.CharField(source='sector.slug', read_only=True)
-    intent_display = serializers.CharField(source='get_intent_display', read_only=True)
+    country_display = serializers.CharField(source='get_country_display', read_only=True)
     
     class Meta:
         model = SeedKeyword
         fields = [
             'id', 'keyword', 'industry', 'industry_name', 'industry_slug',
             'sector', 'sector_name', 'sector_slug',
-            'volume', 'difficulty', 'intent', 'intent_display',
+            'volume', 'difficulty', 'country', 'country_display',
             'is_active', 'created_at', 'updated_at'
         ]
         read_only_fields = ['created_at', 'updated_at']
diff --git a/backend/igny8_core/auth/views.py b/backend/igny8_core/auth/views.py
index ae66e0ea..9b42990f 100644
--- a/backend/igny8_core/auth/views.py
+++ b/backend/igny8_core/auth/views.py
@@ -839,7 +839,7 @@ class SeedKeywordViewSet(viewsets.ReadOnlyModelViewSet):
     search_fields = ['keyword']
     ordering_fields = ['keyword', 'volume', 'difficulty', 'created_at']
     ordering = ['keyword']
-    filterset_fields = ['industry', 'sector', 'intent', 'is_active']
+    filterset_fields = ['industry', 'sector', 'country', 'is_active']
     
     def retrieve(self, request, *args, **kwargs):
         """Override retrieve to return unified format"""
@@ -877,7 +877,7 @@ class SeedKeywordViewSet(viewsets.ReadOnlyModelViewSet):
     def import_seed_keywords(self, request):
         """
         Import seed keywords from CSV (Admin/Superuser only).
-        Expected columns: keyword, industry_name, sector_name, volume, difficulty, intent
+        Expected columns: keyword, industry_name, sector_name, volume, difficulty, country
         """
         import csv
         from django.db import transaction
@@ -960,7 +960,7 @@ class SeedKeywordViewSet(viewsets.ReadOnlyModelViewSet):
                             sector=sector,
                             volume=int(row.get('volume', 0) or 0),
                             difficulty=int(row.get('difficulty', 0) or 0),
-                            intent=row.get('intent', 'informational') or 'informational',
+                            country=row.get('country', 'US') or 'US',
                             is_active=True
                         )
                         imported_count += 1
@@ -1487,9 +1487,9 @@ def seedkeyword_csv_template(request):
     response['Content-Disposition'] = 'attachment; filename="seedkeyword_template.csv"'
     
     writer = csv.writer(response)
-    writer.writerow(['keyword', 'industry', 'sector', 'volume', 'difficulty', 'intent', 'is_active'])
-    writer.writerow(['python programming', 'Technology', 'Software Development', '10000', '45', 'Informational', 'true'])
-    writer.writerow(['medical software', 'Healthcare', 'Healthcare IT', '5000', '60', 'Commercial', 'true'])
+    writer.writerow(['keyword', 'industry', 'sector', 'volume', 'difficulty', 'country', 'is_active'])
+    writer.writerow(['python programming', 'Technology', 'Software Development', '10000', '45', 'US', 'true'])
+    writer.writerow(['medical software', 'Healthcare', 'Healthcare IT', '5000', '60', 'CA', 'true'])
     
     return response
 
@@ -1534,7 +1534,7 @@ def seedkeyword_csv_import(request):
                 defaults={
                     'volume': int(row.get('volume', 0)),
                     'difficulty': int(row.get('difficulty', 0)),
-                    'intent': row.get('intent', 'Informational'),
+                    'country': row.get('country', 'US'),
                     'is_active': is_active
                 }
             )
diff --git a/backend/igny8_core/business/automation/models.py b/backend/igny8_core/business/automation/models.py
index 597686ba..8f4836c5 100644
--- a/backend/igny8_core/business/automation/models.py
+++ b/backend/igny8_core/business/automation/models.py
@@ -24,7 +24,7 @@ class AutomationConfig(models.Model):
     scheduled_time = models.TimeField(default='02:00', help_text="Time to run (e.g., 02:00)")
     
     # Batch sizes per stage
-    stage_1_batch_size = models.IntegerField(default=20, help_text="Keywords per batch")
+    stage_1_batch_size = models.IntegerField(default=50, help_text="Keywords per batch")
     stage_2_batch_size = models.IntegerField(default=1, help_text="Clusters at a time")
     stage_3_batch_size = models.IntegerField(default=20, help_text="Ideas per batch")
     stage_4_batch_size = models.IntegerField(default=1, help_text="Tasks - sequential")
diff --git a/backend/igny8_core/business/automation/services/automation_service.py b/backend/igny8_core/business/automation/services/automation_service.py
index e40d65bc..0b73177e 100644
--- a/backend/igny8_core/business/automation/services/automation_service.py
+++ b/backend/igny8_core/business/automation/services/automation_service.py
@@ -637,6 +637,7 @@ class AutomationService:
                     content_type=idea.content_type or 'post',
                     content_structure=idea.content_structure or 'article',
                     keywords=keywords_str,
+                    word_count=idea.estimated_word_count,
                     status='queued',
                     account=idea.account,
                     site=idea.site,
diff --git a/backend/igny8_core/business/automation/views.py b/backend/igny8_core/business/automation/views.py
index 18197113..6eb67c75 100644
--- a/backend/igny8_core/business/automation/views.py
+++ b/backend/igny8_core/business/automation/views.py
@@ -82,7 +82,7 @@ class AutomationViewSet(viewsets.ViewSet):
             "is_enabled": true,
             "frequency": "daily",
             "scheduled_time": "02:00",
-            "stage_1_batch_size": 20,
+            "stage_1_batch_size": 50,
             ...
         }
         """
diff --git a/backend/igny8_core/business/planning/models.py b/backend/igny8_core/business/planning/models.py
index 65651e11..42adf528 100644
--- a/backend/igny8_core/business/planning/models.py
+++ b/backend/igny8_core/business/planning/models.py
@@ -131,9 +131,9 @@ class Keywords(SoftDeletableModel, SiteSectorBaseModel):
         return self.difficulty_override if self.difficulty_override is not None else (self.seed_keyword.difficulty if self.seed_keyword else 0)
     
     @property
-    def intent(self):
-        """Get intent from seed_keyword"""
-        return self.seed_keyword.intent if self.seed_keyword else 'informational'
+    def country(self):
+        """Get country from seed_keyword"""
+        return self.seed_keyword.country if self.seed_keyword else 'US'
     
     def save(self, *args, **kwargs):
         """Validate that seed_keyword's industry/sector matches site's industry/sector"""
diff --git a/backend/igny8_core/business/planning/services/clustering_service.py b/backend/igny8_core/business/planning/services/clustering_service.py
index 49838c3e..bf6f77c3 100644
--- a/backend/igny8_core/business/planning/services/clustering_service.py
+++ b/backend/igny8_core/business/planning/services/clustering_service.py
@@ -38,10 +38,10 @@ class ClusteringService:
                 'error': 'No keyword IDs provided'
             }
         
-        if len(keyword_ids) > 20:
+        if len(keyword_ids) > 50:
             return {
                 'success': False,
-                'error': 'Maximum 20 keywords allowed for clustering'
+                'error': 'Maximum 50 keywords allowed for clustering'
             }
         
         # Check credits (fixed cost per clustering operation)
diff --git a/backend/igny8_core/modules/planner/admin.py b/backend/igny8_core/modules/planner/admin.py
index 2ae78276..b887126e 100644
--- a/backend/igny8_core/modules/planner/admin.py
+++ b/backend/igny8_core/modules/planner/admin.py
@@ -18,7 +18,7 @@ class KeywordsResource(resources.ModelResource):
     class Meta:
         model = Keywords
         fields = ('id', 'keyword', 'seed_keyword__keyword', 'site__name', 'sector__name', 
-                  'cluster__name', 'volume', 'difficulty', 'intent', 'status', 'created_at')
+                  'cluster__name', 'volume', 'difficulty', 'country', 'status', 'created_at')
         export_order = fields
 
 
@@ -55,11 +55,11 @@ class ClustersAdmin(SiteSectorAdminMixin, Igny8ModelAdmin):
 @admin.register(Keywords)
 class KeywordsAdmin(ExportMixin, SiteSectorAdminMixin, Igny8ModelAdmin):
     resource_class = KeywordsResource
-    list_display = ['keyword', 'seed_keyword', 'site', 'sector', 'cluster', 'volume', 'difficulty', 'intent', 'status', 'created_at']
+    list_display = ['keyword', 'seed_keyword', 'site', 'sector', 'cluster', 'volume', 'difficulty', 'country', 'status', 'created_at']
     list_editable = ['status']  # Enable inline editing for status
     list_filter = [
         ('status', ChoicesDropdownFilter),
-        ('intent', ChoicesDropdownFilter),
+        ('country', ChoicesDropdownFilter),
         ('site', RelatedDropdownFilter),
         ('sector', RelatedDropdownFilter),
         ('cluster', RelatedDropdownFilter),
diff --git a/backend/igny8_core/modules/planner/management/commands/add_keywords_to_sectors.py b/backend/igny8_core/modules/planner/management/commands/add_keywords_to_sectors.py
index 5b6ffad2..7ec416c8 100644
--- a/backend/igny8_core/modules/planner/management/commands/add_keywords_to_sectors.py
+++ b/backend/igny8_core/modules/planner/management/commands/add_keywords_to_sectors.py
@@ -109,7 +109,6 @@ class Command(BaseCommand):
                                 'account': site.account,
                                 'volume': 1000 + (created_count * 100),  # Varying volumes
                                 'difficulty': 30 + (created_count * 10),  # Varying difficulty (0-100 scale)
-                                'intent': 'informational' if created_count % 2 == 0 else 'commercial',
                                 'status': 'active',
                             }
                         )
diff --git a/backend/igny8_core/modules/planner/management/commands/create_home_garden_industry.py b/backend/igny8_core/modules/planner/management/commands/create_home_garden_industry.py
index 8ed01c30..c19c1516 100644
--- a/backend/igny8_core/modules/planner/management/commands/create_home_garden_industry.py
+++ b/backend/igny8_core/modules/planner/management/commands/create_home_garden_industry.py
@@ -243,7 +243,6 @@ class Command(BaseCommand):
                             'account': site.account,
                             'volume': 500 + (created_count * 50),  # Varying volumes
                             'difficulty': 20 + (created_count * 8),  # Varying difficulty (0-100 scale)
-                            'intent': 'informational' if created_count % 2 == 0 else 'commercial',
                             'status': 'active',
                         }
                     )
diff --git a/backend/igny8_core/modules/planner/management/commands/migrate_keywords_to_seed.py b/backend/igny8_core/modules/planner/management/commands/migrate_keywords_to_seed.py
index 3e3ce9ea..648d2284 100755
--- a/backend/igny8_core/modules/planner/management/commands/migrate_keywords_to_seed.py
+++ b/backend/igny8_core/modules/planner/management/commands/migrate_keywords_to_seed.py
@@ -93,7 +93,7 @@ class Command(BaseCommand):
                             sector=industry_sector,
                             volume=keyword.volume or 0,
                             difficulty=keyword.difficulty or 0,
-                            intent=keyword.intent or 'informational',
+                            country='US',  # Default country for migration
                             is_active=True
                         )
                         created_count += 1
diff --git a/backend/igny8_core/modules/planner/serializers.py b/backend/igny8_core/modules/planner/serializers.py
index 73635a98..e62b42b3 100644
--- a/backend/igny8_core/modules/planner/serializers.py
+++ b/backend/igny8_core/modules/planner/serializers.py
@@ -13,7 +13,7 @@ class KeywordSerializer(serializers.ModelSerializer):
     keyword = serializers.CharField(read_only=True)  # From seed_keyword.keyword
     volume = serializers.IntegerField(read_only=True)  # From seed_keyword.volume or volume_override
     difficulty = serializers.IntegerField(read_only=True)  # From seed_keyword.difficulty or difficulty_override
-    intent = serializers.CharField(read_only=True)  # From seed_keyword.intent
+    country = serializers.CharField(read_only=True)  # From seed_keyword.country
     
     # SeedKeyword relationship
     # Optional for create - can either provide seed_keyword_id OR custom keyword fields
@@ -24,11 +24,11 @@ class KeywordSerializer(serializers.ModelSerializer):
     custom_keyword = serializers.CharField(write_only=True, required=False, allow_blank=False)
     custom_volume = serializers.IntegerField(write_only=True, required=False, allow_null=True)
     custom_difficulty = serializers.IntegerField(write_only=True, required=False, allow_null=True)
-    custom_intent = serializers.ChoiceField(
+    custom_country = serializers.ChoiceField(
         write_only=True,
         required=False,
-        choices=['informational', 'navigational', 'transactional', 'commercial'],
-        default='informational'
+        choices=['US', 'CA', 'GB', 'AE', 'AU', 'IN', 'PK'],
+        default='US'
     )
     
     # Overrides
@@ -50,11 +50,11 @@ class KeywordSerializer(serializers.ModelSerializer):
             'keyword',
             'volume',
             'difficulty',
-            'intent',
+            'country',
             'custom_keyword',  # Write-only field for creating custom keywords
             'custom_volume',  # Write-only
             'custom_difficulty',  # Write-only
-            'custom_intent',  # Write-only
+            'custom_country',  # Write-only
             'volume_override',
             'difficulty_override',
             'cluster_id',
@@ -67,7 +67,7 @@ class KeywordSerializer(serializers.ModelSerializer):
             'sector_id',
             'account_id',
         ]
-        read_only_fields = ['id', 'created_at', 'updated_at', 'account_id', 'keyword', 'volume', 'difficulty', 'intent']
+        read_only_fields = ['id', 'created_at', 'updated_at', 'account_id', 'keyword', 'volume', 'difficulty', 'country']
     
     def __init__(self, *args, **kwargs):
         super().__init__(*args, **kwargs)
@@ -106,7 +106,7 @@ class KeywordSerializer(serializers.ModelSerializer):
         custom_keyword = validated_data.pop('custom_keyword', None)
         custom_volume = validated_data.pop('custom_volume', None)
         custom_difficulty = validated_data.pop('custom_difficulty', None)
-        custom_intent = validated_data.pop('custom_intent', None) or 'informational'
+        custom_country = validated_data.pop('custom_country', None) or 'US'
         
         # Get site and sector - they're passed as objects via save() in the view
         site = validated_data.get('site')
@@ -132,7 +132,7 @@ class KeywordSerializer(serializers.ModelSerializer):
                 defaults={
                     'volume': custom_volume or 0,
                     'difficulty': custom_difficulty or 0,
-                    'intent': custom_intent or 'informational',
+                    'country': custom_country or 'US',
                     'is_active': True,
                 }
             )
@@ -162,7 +162,7 @@ class KeywordSerializer(serializers.ModelSerializer):
         validated_data.pop('custom_keyword', None)
         validated_data.pop('custom_volume', None)
         validated_data.pop('custom_difficulty', None)
-        validated_data.pop('custom_intent', None)
+        validated_data.pop('custom_country', None)
         
         # seed_keyword_id is optional for updates - only update if provided
         if 'seed_keyword_id' in validated_data:
diff --git a/backend/igny8_core/modules/planner/views.py b/backend/igny8_core/modules/planner/views.py
index 9b84b763..f7bcb907 100644
--- a/backend/igny8_core/modules/planner/views.py
+++ b/backend/igny8_core/modules/planner/views.py
@@ -55,7 +55,7 @@ class KeywordViewSet(SiteSectorModelViewSet):
     ordering = ['-created_at']  # Default ordering (newest first)
     
     # Filter configuration - filter by status, cluster_id, and seed_keyword fields
-    filterset_fields = ['status', 'cluster_id', 'seed_keyword__intent', 'seed_keyword_id']
+    filterset_fields = ['status', 'cluster_id', 'seed_keyword__country', 'seed_keyword_id']
     
     def get_queryset(self):
         """
@@ -475,7 +475,7 @@ class KeywordViewSet(SiteSectorModelViewSet):
         
         writer = csv.writer(response)
         # Header row
-        writer.writerow(['ID', 'Keyword', 'Volume', 'Difficulty', 'Intent', 'Status', 'Cluster ID', 'Created At'])
+        writer.writerow(['ID', 'Keyword', 'Volume', 'Difficulty', 'Country', 'Status', 'Cluster ID', 'Created At'])
         
         # Data rows
         for keyword in keywords:
@@ -484,7 +484,7 @@ class KeywordViewSet(SiteSectorModelViewSet):
                 keyword.keyword,
                 keyword.volume,
                 keyword.difficulty,
-                keyword.intent,
+                keyword.country,
                 keyword.status,
                 keyword.cluster_id or '',
                 keyword.created_at.isoformat() if keyword.created_at else '',
@@ -631,12 +631,13 @@ class KeywordViewSet(SiteSectorModelViewSet):
                             skipped_count += 1
                             continue
                         
-                        # Create keyword
+                        # Note: This direct creation bypasses seed_keyword linkage
+                        # Keywords should ideally be created through seed_keyword FK
+                        # Country comes from seed_keyword.country property
                         Keywords.objects.create(
                             keyword=keyword_text,
                             volume=int(row.get('volume', 0) or 0),
                             difficulty=int(row.get('difficulty', 0) or 0),
-                            intent=row.get('intent', 'informational') or 'informational',
                             status=row.get('status', 'new') or 'new',
                             site=site,
                             sector=sector,
@@ -1193,6 +1194,7 @@ class ContentIdeasViewSet(SiteSectorModelViewSet):
                     content_structure=idea.content_structure or 'article',
                     taxonomy_term=None,  # Can be set later if taxonomy is available
                     keywords=keywords_str,  # Comma-separated keywords string
+                    word_count=idea.estimated_word_count,  # Copy word count from idea
                     status='queued',
                     account=idea.account,
                     site=idea.site,
diff --git a/backend/igny8_core/utils/ai_processor.py b/backend/igny8_core/utils/ai_processor.py
index ca34b73e..799e6334 100644
--- a/backend/igny8_core/utils/ai_processor.py
+++ b/backend/igny8_core/utils/ai_processor.py
@@ -1050,7 +1050,7 @@ Make sure each prompt is detailed enough for image generation, describing the vi
     
     def cluster_keywords(
         self,
-        keywords: List[Dict[str, Any]],  # List of keyword dicts with 'keyword', 'volume', 'difficulty', 'intent'
+        keywords: List[Dict[str, Any]],  # List of keyword dicts with 'keyword', 'volume', 'difficulty'
         sector_name: Optional[str] = None,
         account=None,
         response_steps=None,
@@ -1069,7 +1069,7 @@ Make sure each prompt is detailed enough for image generation, describing the vi
         Based on reference plugin's clustering prompt.
         
         Args:
-            keywords: List of keyword dicts with keyword, volume, difficulty, intent
+            keywords: List of keyword dicts with keyword, volume, difficulty
             sector_name: Optional sector name for context
             account: Optional account for getting custom prompts
         
@@ -1085,7 +1085,7 @@ Make sure each prompt is detailed enough for image generation, describing the vi
         
         # Format keywords for prompt
         keywords_text = '\n'.join([
-            f"- {kw.get('keyword', '')} (Volume: {kw.get('volume', 0)}, Difficulty: {kw.get('difficulty', 0)}, Intent: {kw.get('intent', 'unknown')})"
+            f"- {kw.get('keyword', '')} (Volume: {kw.get('volume', 0)}, Difficulty: {kw.get('difficulty', 0)})"
             for kw in keywords
         ])
         
diff --git a/frontend/src/config/forms/keyword-form.config.ts b/frontend/src/config/forms/keyword-form.config.ts
index aa35b3c8..2f29ff23 100644
--- a/frontend/src/config/forms/keyword-form.config.ts
+++ b/frontend/src/config/forms/keyword-form.config.ts
@@ -55,16 +55,19 @@ export const getKeywordFormConfig = (options?: {
       required: false,
     },
     {
-      key: 'intent',
-      label: 'Intent',
+      key: 'country',
+      label: 'Country',
       type: 'select',
-      value: 'informational',
+      value: 'US',
       onChange: () => {},
       options: [
-        { value: 'informational', label: 'Informational' },
-        { value: 'transactional', label: 'Transactional' },
-        { value: 'navigational', label: 'Navigational' },
-        { value: 'commercial', label: 'Commercial' },
+        { value: 'US', label: 'United States' },
+        { value: 'CA', label: 'Canada' },
+        { value: 'GB', label: 'United Kingdom' },
+        { value: 'AE', label: 'United Arab Emirates' },
+        { value: 'AU', label: 'Australia' },
+        { value: 'IN', label: 'India' },
+        { value: 'PK', label: 'Pakistan' },
       ],
       required: false,
     },
diff --git a/frontend/src/config/import-export.config.tsx b/frontend/src/config/import-export.config.tsx
index 398a9ad9..cdd4ec69 100644
--- a/frontend/src/config/import-export.config.tsx
+++ b/frontend/src/config/import-export.config.tsx
@@ -161,7 +161,7 @@ export function useImportExport(
             </p>
             {filename === 'keywords' && (
               <p className="text-xs text-gray-600 dark:text-gray-300 mt-2 p-2 bg-blue-50 dark:bg-blue-900/20 rounded border border-blue-200 dark:border-blue-800">
-                <strong>Expected columns:</strong> keyword, volume, difficulty, intent, status
+                <strong>Expected columns:</strong> keyword, volume, difficulty, country, status
               </p>
             )}
           </div>
diff --git a/frontend/src/config/pages/keywords.config.tsx b/frontend/src/config/pages/keywords.config.tsx
index 17df873b..da9ecbc1 100644
--- a/frontend/src/config/pages/keywords.config.tsx
+++ b/frontend/src/config/pages/keywords.config.tsx
@@ -11,7 +11,7 @@ import {
   keywordColumn,
   volumeColumn,
   difficultyColumn,
-  intentColumn,
+  countryColumn,
   clusterColumn,
   sectorColumn,
   statusColumn,
@@ -106,7 +106,7 @@ export const createKeywordsPageConfig = (
       keyword?: string;
       volume?: number | null;
       difficulty?: number | null;
-      intent?: string;
+      country?: string;
       cluster_id?: number | null;
       status: string;
     };
@@ -116,8 +116,8 @@ export const createKeywordsPageConfig = (
     setSearchTerm: (value: string) => void;
     statusFilter: string;
     setStatusFilter: (value: string) => void;
-    intentFilter: string;
-    setIntentFilter: (value: string) => void;
+    countryFilter: string;
+    setCountryFilter: (value: string) => void;
     difficultyFilter: string;
     setDifficultyFilter: (value: string) => void;
     clusterFilter: string;
@@ -197,28 +197,23 @@ export const createKeywordsPageConfig = (
         },
       },
       {
-        ...intentColumn,
-        sortable: false, // Backend doesn't support sorting by intent
-        sortField: 'seed_keyword__intent',
+        ...countryColumn,
+        sortable: false, // Backend doesn't support sorting by country
+        sortField: 'seed_keyword__country',
         render: (value: string) => {
-          // Map intent values to badge colors
-          // Transactional and Commercial → success (green, like active)
-          // Navigational → warning (amber/yellow, like pending)
-          // Informational → info (blue)
-          const getIntentColor = (intent: string) => {
-            const lowerIntent = intent?.toLowerCase() || '';
-            if (lowerIntent === 'transactional' || lowerIntent === 'commercial') {
-              return 'success'; // Green, like active status
-            } else if (lowerIntent === 'navigational') {
-              return 'warning'; // Amber/yellow, like pending status
-            }
-            return 'info'; // Blue for informational or default
+          const countryNames: Record<string, string> = {
+            'US': 'United States',
+            'CA': 'Canada',
+            'GB': 'United Kingdom',
+            'AE': 'United Arab Emirates',
+            'AU': 'Australia',
+            'IN': 'India',
+            'PK': 'Pakistan',
           };
-
-          const properCase = value ? value.charAt(0).toUpperCase() + value.slice(1) : '-';
+          const displayName = countryNames[value] || value || '-';
           return (
-            <Badge color={getIntentColor(value)} size="xs" variant="soft">
-              <span className="text-[11px] font-normal">{properCase}</span>
+            <Badge color="info" size="xs" variant="soft">
+              <span className="text-[11px] font-normal">{value || '-'}</span>
             </Badge>
           );
         },
@@ -317,15 +312,18 @@ export const createKeywordsPageConfig = (
         ],
       },
       {
-        key: 'intent',
-        label: 'Intent',
+        key: 'country',
+        label: 'Country',
         type: 'select',
         options: [
-          { value: '', label: 'All Intent' },
-          { value: 'informational', label: 'Informational' },
-          { value: 'navigational', label: 'Navigational' },
-          { value: 'transactional', label: 'Transactional' },
-          { value: 'commercial', label: 'Commercial' },
+          { value: '', label: 'All Countries' },
+          { value: 'US', label: 'United States' },
+          { value: 'CA', label: 'Canada' },
+          { value: 'GB', label: 'United Kingdom' },
+          { value: 'AE', label: 'United Arab Emirates' },
+          { value: 'AU', label: 'Australia' },
+          { value: 'IN', label: 'India' },
+          { value: 'PK', label: 'Pakistan' },
         ],
       },
       {
@@ -541,18 +539,21 @@ export const createKeywordsPageConfig = (
         max: 100,
       },
       {
-        key: 'intent',
-        label: 'Search Intent',
+        key: 'country',
+        label: 'Country',
         type: 'select',
-        value: handlers.formData.intent || 'informational',
+        value: handlers.formData.country || 'US',
         onChange: (value: any) =>
-          handlers.setFormData({ ...handlers.formData, intent: value }),
+          handlers.setFormData({ ...handlers.formData, country: value }),
         required: true,
         options: [
-          { value: 'informational', label: 'Informational' },
-          { value: 'navigational', label: 'Navigational' },
-          { value: 'transactional', label: 'Transactional' },
-          { value: 'commercial', label: 'Commercial' },
+          { value: 'US', label: 'United States' },
+          { value: 'CA', label: 'Canada' },
+          { value: 'GB', label: 'United Kingdom' },
+          { value: 'AE', label: 'United Arab Emirates' },
+          { value: 'AU', label: 'Australia' },
+          { value: 'IN', label: 'India' },
+          { value: 'PK', label: 'Pakistan' },
         ],
       },
       {
diff --git a/frontend/src/config/snippets/columns.snippets.ts b/frontend/src/config/snippets/columns.snippets.ts
index 16eb8a7e..9ecf9c0e 100644
--- a/frontend/src/config/snippets/columns.snippets.ts
+++ b/frontend/src/config/snippets/columns.snippets.ts
@@ -41,9 +41,9 @@ export const difficultyColumn = {
   width: '120px',
 };
 
-export const intentColumn = {
-  key: 'intent',
-  label: 'Intent',
+export const countryColumn = {
+  key: 'country',
+  label: 'Country',
   sortable: true,
   badge: true,
   width: '120px',
diff --git a/frontend/src/config/snippets/filters.snippets.ts b/frontend/src/config/snippets/filters.snippets.ts
index 3d4d7972..71e04af9 100644
--- a/frontend/src/config/snippets/filters.snippets.ts
+++ b/frontend/src/config/snippets/filters.snippets.ts
@@ -15,16 +15,19 @@ export const statusFilter = {
   ],
 };
 
-export const intentFilter = {
-  key: 'intent',
-  label: 'Intent',
+export const countryFilter = {
+  key: 'country',
+  label: 'Country',
   type: 'select',
   options: [
-    { value: '', label: 'All Intent' },
-    { value: 'informational', label: 'Informational' },
-    { value: 'transactional', label: 'Transactional' },
-    { value: 'navigational', label: 'Navigational' },
-    { value: 'commercial', label: 'Commercial' },
+    { value: '', label: 'All Countries' },
+    { value: 'US', label: 'United States' },
+    { value: 'CA', label: 'Canada' },
+    { value: 'GB', label: 'United Kingdom' },
+    { value: 'AE', label: 'United Arab Emirates' },
+    { value: 'AU', label: 'Australia' },
+    { value: 'IN', label: 'India' },
+    { value: 'PK', label: 'Pakistan' },
   ],
 };
 
diff --git a/frontend/src/pages/Planner/Dashboard.tsx b/frontend/src/pages/Planner/Dashboard.tsx
index e2191a5f..3e9288e6 100644
--- a/frontend/src/pages/Planner/Dashboard.tsx
+++ b/frontend/src/pages/Planner/Dashboard.tsx
@@ -39,7 +39,7 @@ interface DashboardStats {
     mapped: number;
     unmapped: number;
     byStatus: Record<string, number>;
-    byIntent: Record<string, number>;
+    byCountry: Record<string, number>;
   };
   clusters: {
     total: number;
@@ -90,11 +90,11 @@ export default function PlannerDashboard() {
       const unmappedKeywords = keywords.filter(k => !k.cluster || k.cluster.length === 0);
       
       const keywordsByStatus: Record<string, number> = {};
-      const keywordsByIntent: Record<string, number> = {};
+      const keywordsByCountry: Record<string, number> = {};
       keywords.forEach(k => {
         keywordsByStatus[k.status || 'unknown'] = (keywordsByStatus[k.status || 'unknown'] || 0) + 1;
-        if (k.intent) {
-          keywordsByIntent[k.intent] = (keywordsByIntent[k.intent] || 0) + 1;
+        if (k.country) {
+          keywordsByCountry[k.country] = (keywordsByCountry[k.country] || 0) + 1;
         }
       });
 
@@ -135,7 +135,7 @@ export default function PlannerDashboard() {
           mapped: mappedKeywords.length,
           unmapped: unmappedKeywords.length,
           byStatus: keywordsByStatus,
-          byIntent: keywordsByIntent
+          byCountry: keywordsByCountry
         },
         clusters: {
           total: clusters.length,
diff --git a/frontend/src/pages/Planner/KeywordOpportunities.tsx b/frontend/src/pages/Planner/KeywordOpportunities.tsx
index e9593d94..32bb1d0d 100644
--- a/frontend/src/pages/Planner/KeywordOpportunities.tsx
+++ b/frontend/src/pages/Planner/KeywordOpportunities.tsx
@@ -47,7 +47,7 @@ export default function KeywordOpportunities() {
   
   // Filter state
   const [searchTerm, setSearchTerm] = useState('');
-  const [intentFilter, setIntentFilter] = useState('');
+  const [countryFilter, setCountryFilter] = useState('');
   const [difficultyFilter, setDifficultyFilter] = useState('');
   const [volumeMin, setVolumeMin] = useState<number | ''>('');
   const [volumeMax, setVolumeMax] = useState<number | ''>('');
@@ -119,7 +119,7 @@ export default function KeywordOpportunities() {
       }
 
       if (searchTerm) baseFilters.search = searchTerm;
-      if (intentFilter) baseFilters.intent = intentFilter;
+      if (countryFilter) baseFilters.country = countryFilter;
 
       // Fetch ALL pages to get complete dataset
       let allResults: SeedKeyword[] = [];
@@ -227,7 +227,7 @@ export default function KeywordOpportunities() {
     } finally {
       setLoading(false);
     }
-  }, [activeSite, activeSector, currentPage, pageSize, searchTerm, intentFilter, difficultyFilter, volumeMin, volumeMax, sortBy, sortDirection]);
+  }, [activeSite, activeSector, currentPage, pageSize, searchTerm, countryFilter, difficultyFilter, volumeMin, volumeMax, sortBy, sortDirection]);
 
   // Load data on mount and when filters change (excluding search - handled separately)
   useEffect(() => {
@@ -504,28 +504,27 @@ export default function KeywordOpportunities() {
           },
         },
         {
-          key: 'intent',
-          label: 'Intent',
+          key: 'country',
+          label: 'Country',
           sortable: true,
-          sortField: 'intent',
+          sortField: 'country',
           render: (value: string) => {
-            const getIntentColor = (intent: string) => {
-              const lowerIntent = intent?.toLowerCase() || '';
-              if (lowerIntent === 'transactional' || lowerIntent === 'commercial') {
-                return 'success';
-              } else if (lowerIntent === 'navigational') {
-                return 'warning';
-              }
-              return 'info';
+            const countryNames: Record<string, string> = {
+              'US': 'United States',
+              'CA': 'Canada',
+              'GB': 'United Kingdom',
+              'AE': 'United Arab Emirates',
+              'AU': 'Australia',
+              'IN': 'India',
+              'PK': 'Pakistan',
             };
-
             return (
               <Badge
-                color={getIntentColor(value)}
+                color="info"
                 size="sm"
-                variant={value?.toLowerCase() === 'informational' ? 'light' : undefined}
+                variant="light"
               >
-                {value}
+                {value || '-'}
               </Badge>
             );
           },
@@ -539,15 +538,18 @@ export default function KeywordOpportunities() {
           placeholder: 'Search keywords...',
         },
         {
-          key: 'intent',
-          label: 'Intent',
+          key: 'country',
+          label: 'Country',
           type: 'select',
           options: [
-            { value: '', label: 'All Intent' },
-            { value: 'informational', label: 'Informational' },
-            { value: 'navigational', label: 'Navigational' },
-            { value: 'transactional', label: 'Transactional' },
-            { value: 'commercial', label: 'Commercial' },
+            { value: '', label: 'All Countries' },
+            { value: 'US', label: 'United States' },
+            { value: 'CA', label: 'Canada' },
+            { value: 'GB', label: 'United Kingdom' },
+            { value: 'AE', label: 'United Arab Emirates' },
+            { value: 'AU', label: 'Australia' },
+            { value: 'IN', label: 'India' },
+            { value: 'PK', label: 'Pakistan' },
           ],
         },
         {
@@ -612,7 +614,7 @@ export default function KeywordOpportunities() {
         filters={pageConfig.filters}
         filterValues={{
           search: searchTerm,
-          intent: intentFilter,
+          country: countryFilter,
           difficulty: difficultyFilter,
         }}
         onFilterChange={(key, value) => {
@@ -620,8 +622,8 @@ export default function KeywordOpportunities() {
           
           if (key === 'search') {
             setSearchTerm(stringValue);
-          } else if (key === 'intent') {
-            setIntentFilter(stringValue);
+          } else if (key === 'country') {
+            setCountryFilter(stringValue);
             setCurrentPage(1);
           } else if (key === 'difficulty') {
             setDifficultyFilter(stringValue);
diff --git a/frontend/src/pages/Planner/Keywords.tsx b/frontend/src/pages/Planner/Keywords.tsx
index 2e54f471..19a78e82 100644
--- a/frontend/src/pages/Planner/Keywords.tsx
+++ b/frontend/src/pages/Planner/Keywords.tsx
@@ -52,7 +52,7 @@ export default function Keywords() {
   const [searchTerm, setSearchTerm] = useState('');
   const [statusFilter, setStatusFilter] = useState('');
   const [clusterFilter, setClusterFilter] = useState('');
-  const [intentFilter, setIntentFilter] = useState('');
+  const [countryFilter, setCountryFilter] = useState('');
   const [difficultyFilter, setDifficultyFilter] = useState('');
   const [volumeMin, setVolumeMin] = useState<number | ''>('');
   const [volumeMax, setVolumeMax] = useState<number | ''>('');
@@ -81,7 +81,7 @@ export default function Keywords() {
     keyword: '',
     volume: null,
     difficulty: null,
-    intent: 'informational',
+    country: 'US',
     cluster_id: null,
     status: 'new',
   });
@@ -156,7 +156,7 @@ export default function Keywords() {
         ...(searchTerm && { search: searchTerm }),
         ...(statusFilter && { status: statusFilter }),
         ...(clusterFilter && { cluster_id: clusterFilter }),
-        ...(intentFilter && { intent: intentFilter }),
+        ...(countryFilter && { country: countryFilter }),
         ...(activeSector?.id && { sector_id: activeSector.id }),
         page: currentPage,
         page_size: pageSize || 10, // Ensure we always send a page_size
@@ -200,7 +200,7 @@ export default function Keywords() {
       setShowContent(true);
       setLoading(false);
     }
-    }, [currentPage, statusFilter, clusterFilter, intentFilter, difficultyFilter, volumeMin, volumeMax, sortBy, sortDirection, searchTerm, activeSite, activeSector, pageSize]);
+    }, [currentPage, statusFilter, clusterFilter, countryFilter, difficultyFilter, volumeMin, volumeMax, sortBy, sortDirection, searchTerm, activeSite, activeSector, pageSize]);
 
   // Listen for site and sector changes and refresh data
   useEffect(() => {
@@ -324,8 +324,8 @@ export default function Keywords() {
         toast.error('Please select at least one keyword to cluster');
         return;
       }
-      if (ids.length > 20) {
-        toast.error('Maximum 20 keywords allowed for clustering');
+      if (ids.length > 50) {
+        toast.error('Maximum 50 keywords allowed for clustering');
         return;
       }
       
@@ -536,7 +536,7 @@ export default function Keywords() {
       keyword: '',
       volume: null,
       difficulty: null,
-      intent: 'informational',
+      country: 'US',
       cluster_id: null,
       status: 'new',
     });
@@ -605,8 +605,8 @@ export default function Keywords() {
       setSearchTerm,
       statusFilter,
       setStatusFilter,
-      intentFilter,
-      setIntentFilter,
+      countryFilter,
+      setCountryFilter,
       difficultyFilter,
       setDifficultyFilter,
       clusterFilter,
@@ -632,7 +632,7 @@ export default function Keywords() {
     formData,
     searchTerm,
     statusFilter,
-    intentFilter,
+    countryFilter,
     difficultyFilter,
     clusterFilter,
     volumeMin,
@@ -776,7 +776,7 @@ export default function Keywords() {
       keyword: keyword.keyword,
       volume: keyword.volume,
       difficulty: keyword.difficulty,
-      intent: keyword.intent,
+      country: keyword.country,
       cluster_id: keyword.cluster_id,
       status: keyword.status,
     });
@@ -807,7 +807,7 @@ export default function Keywords() {
         filterValues={{
           search: searchTerm,
           status: statusFilter,
-          intent: intentFilter,
+          country: countryFilter,
           difficulty: difficultyFilter,
           cluster_id: clusterFilter,
           volumeMin: volumeMin,
@@ -823,8 +823,8 @@ export default function Keywords() {
           } else if (key === 'status') {
             setStatusFilter(stringValue);
             setCurrentPage(1);
-          } else if (key === 'intent') {
-            setIntentFilter(stringValue);
+          } else if (key === 'country') {
+            setCountryFilter(stringValue);
             setCurrentPage(1);
           } else if (key === 'difficulty') {
             setDifficultyFilter(stringValue);
@@ -868,7 +868,7 @@ export default function Keywords() {
               search: searchTerm,
               status: statusFilter,
               cluster_id: clusterFilter,
-              intent: intentFilter,
+              country: countryFilter,
               difficulty: difficultyFilter,
             };
             await handleExport('csv', filterValues);
@@ -903,7 +903,7 @@ export default function Keywords() {
           setSearchTerm('');
           setStatusFilter('');
           setClusterFilter('');
-          setIntentFilter('');
+          setCountryFilter('');
           setDifficultyFilter('');
           setVolumeMin('');
           setVolumeMax('');
diff --git a/frontend/src/pages/Reference/SeedKeywords.tsx b/frontend/src/pages/Reference/SeedKeywords.tsx
index d210616f..d1e9c5da 100644
--- a/frontend/src/pages/Reference/SeedKeywords.tsx
+++ b/frontend/src/pages/Reference/SeedKeywords.tsx
@@ -87,7 +87,7 @@ export default function SeedKeywords() {
                   <th className="text-left py-3 px-4 text-sm font-medium text-gray-700 dark:text-gray-300">Sector</th>
                   <th className="text-left py-3 px-4 text-sm font-medium text-gray-700 dark:text-gray-300">Volume</th>
                   <th className="text-left py-3 px-4 text-sm font-medium text-gray-700 dark:text-gray-300">Difficulty</th>
-                  <th className="text-left py-3 px-4 text-sm font-medium text-gray-700 dark:text-gray-300">Intent</th>
+                  <th className="text-left py-3 px-4 text-sm font-medium text-gray-700 dark:text-gray-300">Country</th>
                 </tr>
               </thead>
               <tbody>
@@ -109,7 +109,7 @@ export default function SeedKeywords() {
                       {keyword.difficulty}
                     </td>
                     <td className="py-3 px-4">
-                      <Badge variant="light" color="primary">{keyword.intent_display}</Badge>
+                      <Badge variant="light" color="info">{keyword.country_display}</Badge>
                     </td>
                   </tr>
                 ))}
diff --git a/frontend/src/pages/Setup/IndustriesSectorsKeywords.tsx b/frontend/src/pages/Setup/IndustriesSectorsKeywords.tsx
index 72f1f928..9f37d9c9 100644
--- a/frontend/src/pages/Setup/IndustriesSectorsKeywords.tsx
+++ b/frontend/src/pages/Setup/IndustriesSectorsKeywords.tsx
@@ -58,7 +58,7 @@ export default function IndustriesSectorsKeywords() {
   
   // Filter state
   const [searchTerm, setSearchTerm] = useState('');
-  const [intentFilter, setIntentFilter] = useState('');
+  const [countryFilter, setCountryFilter] = useState('');
   const [difficultyFilter, setDifficultyFilter] = useState('');
 
   // Check if user is admin/superuser (role is 'admin' or 'developer')
@@ -153,7 +153,7 @@ export default function IndustriesSectorsKeywords() {
       }
 
       if (searchTerm) baseFilters.search = searchTerm;
-      if (intentFilter) baseFilters.intent = intentFilter;
+      if (countryFilter) baseFilters.country = countryFilter;
 
       // Fetch ALL pages to get complete dataset
       let allResults: SeedKeyword[] = [];
@@ -215,9 +215,9 @@ export default function IndustriesSectorsKeywords() {
           } else if (sortBy === 'difficulty') {
             aVal = a.difficulty;
             bVal = b.difficulty;
-          } else if (sortBy === 'intent') {
-            aVal = a.intent.toLowerCase();
-            bVal = b.intent.toLowerCase();
+          } else if (sortBy === 'country') {
+            aVal = a.country.toLowerCase();
+            bVal = b.country.toLowerCase();
           } else {
             return 0;
           }
@@ -249,7 +249,7 @@ export default function IndustriesSectorsKeywords() {
       setTotalCount(0);
       setTotalPages(1);
     }
-  }, [activeSite, activeSector, currentPage, pageSize, searchTerm, intentFilter, difficultyFilter, sortBy, sortDirection, toast]);
+  }, [activeSite, activeSector, currentPage, pageSize, searchTerm, countryFilter, difficultyFilter, sortBy, sortDirection, toast]);
 
   // Load data on mount and when filters change
   useEffect(() => {
@@ -521,28 +521,18 @@ export default function IndustriesSectorsKeywords() {
           },
         },
         {
-          key: 'intent',
-          label: 'Intent',
+          key: 'country',
+          label: 'Country',
           sortable: true,
-          sortField: 'intent',
+          sortField: 'country',
           render: (value: string) => {
-            const getIntentColor = (intent: string) => {
-              const lowerIntent = intent?.toLowerCase() || '';
-              if (lowerIntent === 'transactional' || lowerIntent === 'commercial') {
-                return 'success';
-              } else if (lowerIntent === 'navigational') {
-                return 'warning';
-              }
-              return 'info';
-            };
-
             return (
               <Badge
-                color={getIntentColor(value)}
+                color="info"
                 size="sm"
-                variant={value?.toLowerCase() === 'informational' ? 'light' : undefined}
+                variant="light"
               >
-                {value}
+                {value || '-'}
               </Badge>
             );
           },
@@ -584,15 +574,18 @@ export default function IndustriesSectorsKeywords() {
           placeholder: 'Search keywords...',
         },
         {
-          key: 'intent',
-          label: 'Intent',
+          key: 'country',
+          label: 'Country',
           type: 'select' as const,
           options: [
-            { value: '', label: 'All Intent' },
-            { value: 'informational', label: 'Informational' },
-            { value: 'navigational', label: 'Navigational' },
-            { value: 'transactional', label: 'Transactional' },
-            { value: 'commercial', label: 'Commercial' },
+            { value: '', label: 'All Countries' },
+            { value: 'US', label: 'United States' },
+            { value: 'CA', label: 'Canada' },
+            { value: 'GB', label: 'United Kingdom' },
+            { value: 'AE', label: 'United Arab Emirates' },
+            { value: 'AU', label: 'Australia' },
+            { value: 'IN', label: 'India' },
+            { value: 'PK', label: 'Pakistan' },
           ],
         },
         {
@@ -691,7 +684,7 @@ export default function IndustriesSectorsKeywords() {
         filters={pageConfig.filters}
         filterValues={{
           search: searchTerm,
-          intent: intentFilter,
+          country: countryFilter,
           difficulty: difficultyFilter,
         }}
         onFilterChange={(key, value) => {
@@ -699,8 +692,8 @@ export default function IndustriesSectorsKeywords() {
           
           if (key === 'search') {
             setSearchTerm(stringValue);
-          } else if (key === 'intent') {
-            setIntentFilter(stringValue);
+          } else if (key === 'country') {
+            setCountryFilter(stringValue);
             setCurrentPage(1);
           } else if (key === 'difficulty') {
             setDifficultyFilter(stringValue);
@@ -762,7 +755,7 @@ export default function IndustriesSectorsKeywords() {
           <div>
             <Label htmlFor="import-file">Upload CSV File</Label>
             <p className="text-sm text-gray-500 dark:text-gray-400 mb-2">
-              Expected columns: keyword, volume, difficulty, intent, industry_name, sector_name
+              Expected columns: keyword, volume, difficulty, country, industry_name, sector_name
             </p>
             <FileInput
               accept=".csv"
diff --git a/frontend/src/services/api.ts b/frontend/src/services/api.ts
index b30defd7..848e8945 100644
--- a/frontend/src/services/api.ts
+++ b/frontend/src/services/api.ts
@@ -582,7 +582,7 @@ export interface KeywordFilters {
   search?: string;
   status?: string;
   cluster_id?: string;
-  intent?: string;
+  country?: string;
   difficulty_min?: number;
   difficulty_max?: number;
   volume_min?: number;
@@ -608,7 +608,7 @@ export interface Keyword {
   keyword: string; // Read-only property from seed_keyword
   volume: number; // Read-only property from seed_keyword or volume_override
   difficulty: number; // Read-only property from seed_keyword or difficulty_override
-  intent: string; // Read-only property from seed_keyword
+  country: string; // Read-only property from seed_keyword
   volume_override?: number | null;
   difficulty_override?: number | null;
   cluster_id: number | null;
@@ -623,7 +623,7 @@ export interface KeywordCreateData {
   keyword?: string; // For creating new custom keywords
   volume?: number | null; // For custom keywords
   difficulty?: number | null; // For custom keywords
-  intent?: string; // For custom keywords
+  country?: string; // For custom keywords
   seed_keyword_id?: number; // For linking existing seed keywords (optional)
   volume_override?: number | null;
   difficulty_override?: number | null;
@@ -661,7 +661,7 @@ export async function fetchKeywords(filters: KeywordFilters = {}): Promise<Keywo
   if (filters.search) params.append('search', filters.search);
   if (filters.status) params.append('status', filters.status);
   if (filters.cluster_id) params.append('cluster_id', filters.cluster_id);
-  if (filters.intent) params.append('seed_keyword__intent', filters.intent);
+  if (filters.country) params.append('seed_keyword__country', filters.country);
   if (filters.difficulty_min !== undefined) params.append('difficulty_min', filters.difficulty_min.toString());
   if (filters.difficulty_max !== undefined) params.append('difficulty_max', filters.difficulty_max.toString());
   if (filters.volume_min !== undefined) params.append('volume_min', filters.volume_min.toString());
@@ -695,12 +695,12 @@ export async function createKeyword(data: KeywordCreateData): Promise<Keyword> {
     requestData.custom_keyword = data.keyword;
     requestData.custom_volume = data.volume;
     requestData.custom_difficulty = data.difficulty;
-    requestData.custom_intent = data.intent || 'informational';
+    requestData.custom_country = data.country || 'US';
     // Remove the frontend-only fields
     delete requestData.keyword;
     delete requestData.volume;
     delete requestData.difficulty;
-    delete requestData.intent;
+    delete requestData.country;
   }
   
   return fetchAPI('/v1/planner/keywords/', {
@@ -2073,8 +2073,8 @@ export interface SeedKeyword {
   sector_slug: string;
   volume: number;
   difficulty: number;
-  intent: string;
-  intent_display: string;
+  country: string;
+  country_display: string;
   is_active: boolean;
   created_at: string;
   updated_at: string;
@@ -2090,7 +2090,7 @@ export interface SeedKeywordResponse {
 export async function fetchSeedKeywords(filters?: {
   industry?: number;
   sector?: number;
-  intent?: string;
+  country?: string;
   search?: string;
   page?: number;
   page_size?: number;
@@ -2105,7 +2105,7 @@ export async function fetchSeedKeywords(filters?: {
     params.append('sector', filters.sector.toString());
     params.append('sector_id', filters.sector.toString()); // Also send sector_id for get_queryset
   }
-  if (filters?.intent) params.append('intent', filters.intent);
+  if (filters?.country) params.append('country', filters.country);
   if (filters?.search) params.append('search', filters.search);
   if (filters?.page) params.append('page', filters.page.toString());
   if (filters?.page_size) params.append('page_size', filters.page_size.toString());