Refactor keyword handling: Replace 'intent' with 'country' across backend and frontend

- Updated AutomationService to include estimated_word_count.
- Increased stage_1_batch_size from 20 to 50 in AutomationViewSet.
- Changed Keywords model to replace 'intent' property with 'country'.
- Adjusted ClusteringService to allow a maximum of 50 keywords for clustering.
- Modified admin and management commands to remove 'intent' and use 'country' instead.
- Updated serializers to reflect the change from 'intent' to 'country'.
- Adjusted views and filters to use 'country' instead of 'intent'.
- Updated frontend forms, filters, and pages to replace 'intent' with 'country'.
- Added migration to remove 'intent' field and add 'country' field to SeedKeyword model.

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,
     },

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>

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' },
         ],
       },
       {

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',

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' },
   ],
 };