feat: Implement mobile application and lead processing utilities.

scripts/parse_cologne_serp.py

@@ -0,0 +1,55 @@
+import json
+import csv
+import re
+
+# Parse the SERP output file (it's JSON content inside a text file, usually)
+# The previous view_file showed it's valid JSON.
+
+input_file = r'C:\Users\a931627\.gemini\antigravity\brain\6060ab5d-4406-4d40-803f-c8d1df8bb430\.system_generated\steps\141\output.txt'
+output_csv = 'cologne_duesseldorf_data/cologne_leads.csv'
+
+def parse_serp():
+    with open(input_file, 'r', encoding='utf-8') as f:
+        data = json.load(f)
+    
+    leads = []
+    items = data.get('items', [])
+    
+    email_regex = re.compile(r'[\w\.-]+@[\w\.-]+\.\w+')
+    
+    for item in items:
+        if item.get('type') == 'organic':
+            desc = item.get('description', '')
+            title = item.get('title', '')
+            snippet = item.get('pre_snippet', '')
+            full_text = f"{title} {desc} {snippet}"
+            
+            emails = email_regex.findall(full_text)
+            for email in emails:
+                email = email.rstrip('.')
+                
+                # Use title or domain as Innung name
+                innung_name = item.get('website_name') or item.get('domain') or title
+                
+                if any(l['Email'] == email for l in leads):
+                    continue
+                
+                leads.append({
+                    'Firm/Innung': innung_name,
+                    'Contact': "N/A",
+                    'Email': email,
+                    'Phone': "N/A",
+                    'Region': 'Köln'
+                })
+    
+    with open(output_csv, 'w', newline='', encoding='utf-8') as f:
+        writer = csv.DictWriter(f, fieldnames=['Firm/Innung', 'Contact', 'Email', 'Phone', 'Region'])
+        writer.writeheader()
+        writer.writerows(leads)
+        
+    print(f"Extracted {len(leads)} leads from Cologne SERP.")
+    for l in leads:
+        print(f"{l['Firm/Innung']}: {l['Email']}")
+
+if __name__ == "__main__":
+    parse_serp()