diff --git a/app.py b/app.py
index 101e720..1dd1693 100644
--- a/app.py
+++ b/app.py
@@ -16,6 +16,7 @@ from core.session_manager import session_manager
 from config import config
 from core.graph_manager import NodeType
 from utils.helpers import is_valid_target
+from utils.export_manager import export_manager
 from decimal import Decimal
 
 
@@ -45,28 +46,7 @@ def get_user_scanner():
     
     return new_session_id, new_scanner
 
-class CustomJSONEncoder(json.JSONEncoder):
-    """Custom JSON encoder to handle non-serializable objects."""
-    
-    def default(self, obj):
-        if isinstance(obj, datetime):
-            return obj.isoformat()
-        elif isinstance(obj, set):
-            return list(obj)
-        elif isinstance(obj, Decimal):
-            return float(obj)
-        elif hasattr(obj, '__dict__'):
-            # For custom objects, try to serialize their dict representation
-            try:
-                return obj.__dict__
-            except:
-                return str(obj)
-        elif hasattr(obj, 'value') and hasattr(obj, 'name'):
-            # For enum objects
-            return obj.value
-        else:
-            # For any other non-serializable object, convert to string
-            return str(obj)
+
 @app.route('/')
 def index():
     """Serve the main web interface."""
@@ -105,7 +85,7 @@ def start_scan():
         if success:
             return jsonify({
                 'success': True,
-                'message': 'Scan started successfully',
+                'message': 'Reconnaissance scan started successfully',
                 'scan_id': scanner.logger.session_id,
                 'user_session_id': user_session_id
             })
@@ -309,41 +289,30 @@ def export_results():
         if not scanner:
             return jsonify({'success': False, 'error': 'No active scanner session found'}), 404
         
-        # Get export data with error handling
+        # Get export data using the new export manager
         try:
-            results = scanner.export_results()
+            results = export_manager.export_scan_results(scanner)
         except Exception as e:
             return jsonify({'success': False, 'error': f'Failed to gather export data: {str(e)}'}), 500
         
-        # Add export metadata
-        results['export_metadata'] = {
-            'user_session_id': user_session_id,
-            'export_timestamp': datetime.now(timezone.utc).isoformat(),
-            'export_version': '1.0.0',
-            'forensic_integrity': 'maintained'
-        }
+        # Add user session metadata
+        results['export_metadata']['user_session_id'] = user_session_id
+        results['export_metadata']['forensic_integrity'] = 'maintained'
         
-        # Generate filename with forensic naming convention
-        timestamp = datetime.now(timezone.utc).strftime('%Y%m%d_%H%M%S')
-        target = scanner.current_target or 'unknown'
-        # Sanitize target for filename
-        safe_target = "".join(c for c in target if c.isalnum() or c in ('-', '_', '.')).rstrip()
-        filename = f"dnsrecon_{safe_target}_{timestamp}.json"
+        # Generate filename
+        filename = export_manager.generate_filename(
+            target=scanner.current_target or 'unknown',
+            export_type='json'
+        )
         
-        # Serialize with custom encoder and error handling
+        # Serialize with export manager
         try:
-            json_data = json.dumps(results, indent=2, cls=CustomJSONEncoder, ensure_ascii=False)
+            json_data = export_manager.serialize_to_json(results)
         except Exception as e:
-            # If custom encoder fails, try a more aggressive approach
-            try:
-                # Convert problematic objects to strings recursively
-                cleaned_results = _clean_for_json(results)
-                json_data = json.dumps(cleaned_results, indent=2, ensure_ascii=False)
-            except Exception as e2:
-                return jsonify({
-                    'success': False, 
-                    'error': f'JSON serialization failed: {str(e2)}'
-                }), 500
+            return jsonify({
+                'success': False, 
+                'error': f'JSON serialization failed: {str(e)}'
+            }), 500
         
         # Create file object
         file_obj = io.BytesIO(json_data.encode('utf-8'))
@@ -371,11 +340,14 @@ def export_targets():
         if not scanner:
             return jsonify({'success': False, 'error': 'No active scanner session found'}), 404
 
-        targets_txt = scanner.export_targets_txt()
+        # Use export manager for targets export
+        targets_txt = export_manager.export_targets_list(scanner)
         
-        timestamp = datetime.now(timezone.utc).strftime('%Y%m%d_%H%M%S')
-        safe_target = "".join(c for c in (scanner.current_target or 'unknown') if c.isalnum() or c in ('-', '_', '.')).rstrip()
-        filename = f"dnsrecon_targets_{safe_target}_{timestamp}.txt"
+        # Generate filename using export manager
+        filename = export_manager.generate_filename(
+            target=scanner.current_target or 'unknown',
+            export_type='targets'
+        )
         
         file_obj = io.BytesIO(targets_txt.encode('utf-8'))
         
@@ -398,11 +370,14 @@ def export_summary():
         if not scanner:
             return jsonify({'success': False, 'error': 'No active scanner session found'}), 404
 
-        summary_txt = scanner.generate_executive_summary()
+        # Use export manager for summary generation
+        summary_txt = export_manager.generate_executive_summary(scanner)
 
-        timestamp = datetime.now(timezone.utc).strftime('%Y%m%d_%H%M%S')
-        safe_target = "".join(c for c in (scanner.current_target or 'unknown') if c.isalnum() or c in ('-', '_', '.')).rstrip()
-        filename = f"dnsrecon_summary_{safe_target}_{timestamp}.txt"
+        # Generate filename using export manager
+        filename = export_manager.generate_filename(
+            target=scanner.current_target or 'unknown',
+            export_type='summary'
+        )
         
         file_obj = io.BytesIO(summary_txt.encode('utf-8'))
         
@@ -416,49 +391,6 @@ def export_summary():
         traceback.print_exc()
         return jsonify({'success': False, 'error': f'Export failed: {str(e)}'}), 500
 
-def _clean_for_json(obj, max_depth=10, current_depth=0):
-    """
-    Recursively clean an object to make it JSON serializable.
-    Handles circular references and problematic object types.
-    """
-    if current_depth > max_depth:
-        return f"<max_depth_exceeded_{type(obj).__name__}>"
-    
-    if obj is None or isinstance(obj, (bool, int, float, str)):
-        return obj
-    elif isinstance(obj, datetime):
-        return obj.isoformat()
-    elif isinstance(obj, (set, frozenset)):
-        return list(obj)
-    elif isinstance(obj, dict):
-        cleaned = {}
-        for key, value in obj.items():
-            try:
-                # Ensure key is string
-                clean_key = str(key) if not isinstance(key, str) else key
-                cleaned[clean_key] = _clean_for_json(value, max_depth, current_depth + 1)
-            except Exception:
-                cleaned[str(key)] = f"<serialization_error_{type(value).__name__}>"
-        return cleaned
-    elif isinstance(obj, (list, tuple)):
-        cleaned = []
-        for item in obj:
-            try:
-                cleaned.append(_clean_for_json(item, max_depth, current_depth + 1))
-            except Exception:
-                cleaned.append(f"<serialization_error_{type(item).__name__}>")
-        return cleaned
-    elif hasattr(obj, '__dict__'):
-        try:
-            return _clean_for_json(obj.__dict__, max_depth, current_depth + 1)
-        except Exception:
-            return str(obj)
-    elif hasattr(obj, 'value'):
-        # For enum-like objects
-        return obj.value
-    else:
-        return str(obj)
-
 @app.route('/api/config/api-keys', methods=['POST'])
 def set_api_keys():
     """Set API keys for the current session."""
diff --git a/core/graph_manager.py b/core/graph_manager.py
index e5dc050..3d0c894 100644
--- a/core/graph_manager.py
+++ b/core/graph_manager.py
@@ -5,6 +5,7 @@ Graph data model for DNSRecon using NetworkX.
 Manages in-memory graph storage with confidence scoring and forensic metadata.
 Now fully compatible with the unified ProviderResult data model.
 UPDATED: Fixed correlation exclusion keys to match actual attribute names.
+UPDATED: Removed export_json() method - now handled by ExportManager.
 """
 import re
 from datetime import datetime, timezone
@@ -212,7 +213,7 @@ class GraphManager:
     def _has_direct_edge_bidirectional(self, node_a: str, node_b: str) -> bool:
         """
         Check if there's a direct edge between two nodes in either direction.
-        Returns True if node_aâ†'node_b OR node_bâ†'node_a exists.
+        Returns True if node_aâ†'node_b OR node_bâ†'node_a exists.
         """
         return (self.graph.has_edge(node_a, node_b) or 
                 self.graph.has_edge(node_b, node_a))
@@ -503,22 +504,6 @@ class GraphManager:
             'statistics': self.get_statistics()['basic_metrics']
         }
 
-    def export_json(self) -> Dict[str, Any]:
-        """Export complete graph data as a JSON-serializable dictionary."""
-        graph_data = nx.node_link_data(self.graph, edges="edges")
-        return {
-            'export_metadata': {
-                'export_timestamp': datetime.now(timezone.utc).isoformat(),
-                'graph_creation_time': self.creation_time,
-                'last_modified': self.last_modified,
-                'total_nodes': self.get_node_count(),
-                'total_edges': self.get_edge_count(),
-                'graph_format': 'dnsrecon_v1_unified_model'
-            },
-            'graph': graph_data,
-            'statistics': self.get_statistics()
-        }
-
     def _get_confidence_distribution(self) -> Dict[str, int]:
         """Get distribution of edge confidence scores with empty graph handling."""
         distribution = {'high': 0, 'medium': 0, 'low': 0}
diff --git a/core/scanner.py b/core/scanner.py
index f3768a5..062580a 100644
--- a/core/scanner.py
+++ b/core/scanner.py
@@ -17,6 +17,7 @@ from core.graph_manager import GraphManager, NodeType
 from core.logger import get_forensic_logger, new_session
 from core.provider_result import ProviderResult
 from utils.helpers import _is_valid_ip, _is_valid_domain
+from utils.export_manager import export_manager
 from providers.base_provider import BaseProvider
 from core.rate_limiter import GlobalRateLimiter
 
@@ -868,114 +869,6 @@ class Scanner:
         graph_data['initial_targets'] = list(self.initial_targets)
         return graph_data
 
-    def export_results(self) -> Dict[str, Any]:
-        graph_data = self.graph.export_json()
-        audit_trail = self.logger.export_audit_trail()
-        provider_stats = {}
-        for provider in self.providers:
-            provider_stats[provider.get_name()] = provider.get_statistics()
-        
-        return {
-            'scan_metadata': {
-                'target_domain': self.current_target, 'max_depth': self.max_depth,
-                'final_status': self.status, 'total_indicators_processed': self.indicators_processed,
-                'enabled_providers': list(provider_stats.keys()), 'session_id': self.session_id
-            },
-            'graph_data': graph_data,
-            'forensic_audit': audit_trail,
-            'provider_statistics': provider_stats,
-            'scan_summary': self.logger.get_forensic_summary()
-        }
-
-    def export_targets_txt(self) -> str:
-        """Export all discovered domains and IPs as a text file."""
-        nodes = self.graph.get_graph_data().get('nodes', [])
-        targets = {node['id'] for node in nodes if _is_valid_domain(node['id']) or _is_valid_ip(node['id'])}
-        return "\n".join(sorted(list(targets)))
-
-    def generate_executive_summary(self) -> str:
-        """Generate a natural-language executive summary of the scan results."""
-        summary = []
-        now = datetime.now(timezone.utc).strftime('%Y-%m-%d %H:%M:%S %Z')
-        scan_metadata = self.get_scan_status()
-        graph_data = self.graph.get_graph_data()
-        nodes = graph_data.get('nodes', [])
-        edges = graph_data.get('edges', [])
-
-        summary.append(f"DNSRecon Executive Summary")
-        summary.append(f"Report Generated: {now}")
-        summary.append("="*40)
-
-        # Scan Overview
-        summary.append("\n## Scan Overview")
-        summary.append(f"- Initial Target: {self.current_target}")
-        summary.append(f"- Scan Status: {self.status.capitalize()}")
-        summary.append(f"- Analysis Depth: {self.max_depth}")
-        summary.append(f"- Total Indicators Found: {len(nodes)}")
-        summary.append(f"- Total Relationships Discovered: {len(edges)}")
-
-        # Key Findings
-        summary.append("\n## Key Findings")
-        domains = [n for n in nodes if n['type'] == 'domain']
-        ips = [n for n in nodes if n['type'] == 'ip']
-        isps = [n for n in nodes if n['type'] == 'isp']
-        cas = [n for n in nodes if n['type'] == 'ca']
-
-        summary.append(f"- Discovered {len(domains)} unique domain(s).")
-        summary.append(f"- Identified {len(ips)} unique IP address(es).")
-        if isps:
-            summary.append(f"- Infrastructure is hosted across {len(isps)} unique ISP(s).")
-        if cas:
-            summary.append(f"- Found certificates issued by {len(cas)} unique Certificate Authorit(y/ies).")
-
-        # Detailed Findings
-        summary.append("\n## Detailed Findings")
-        
-        # Domain Analysis
-        if domains:
-            summary.append("\n### Domain Analysis")
-            for domain in domains[:5]: # report on first 5
-                summary.append(f"\n- Domain: {domain['id']}")
-                
-                # Associated IPs
-                associated_ips = [edge['to'] for edge in edges if edge['from'] == domain['id'] and _is_valid_ip(edge['to'])]
-                if associated_ips:
-                    summary.append(f"  - Associated IPs: {', '.join(associated_ips)}")
-                
-                # Certificate info
-                cert_attributes = [attr for attr in domain.get('attributes', []) if attr.get('name', '').startswith('cert_')]
-                if cert_attributes:
-                    issuer = next((attr['value'] for attr in cert_attributes if attr['name'] == 'cert_issuer_name'), 'N/A')
-                    valid_until = next((attr['value'] for attr in cert_attributes if attr['name'] == 'cert_not_after'), 'N/A')
-                    summary.append(f"  - Certificate Issuer: {issuer}")
-                    summary.append(f"  - Certificate Valid Until: {valid_until}")
-
-        # IP Address Analysis
-        if ips:
-            summary.append("\n### IP Address Analysis")
-            for ip in ips[:5]: # report on first 5
-                summary.append(f"\n- IP Address: {ip['id']}")
-                
-                # Hostnames
-                hostnames = [edge['to'] for edge in edges if edge['from'] == ip['id'] and _is_valid_domain(edge['to'])]
-                if hostnames:
-                    summary.append(f"  - Associated Hostnames: {', '.join(hostnames)}")
-                
-                # ISP
-                isp_edge = next((edge for edge in edges if edge['from'] == ip['id'] and self.graph.graph.nodes[edge['to']]['type'] == 'isp'), None)
-                if isp_edge:
-                    summary.append(f"  - ISP: {isp_edge['to']}")
-
-        # Data Sources
-        summary.append("\n## Data Sources")
-        provider_stats = self.logger.get_forensic_summary().get('provider_statistics', {})
-        for provider, stats in provider_stats.items():
-            summary.append(f"- {provider.capitalize()}: {stats.get('relationships_discovered', 0)} relationships from {stats.get('successful_requests', 0)} requests.")
-        
-        summary.append("\n" + "="*40)
-        summary.append("End of Report")
-        
-        return "\n".join(summary)
     
     def get_provider_info(self) -> Dict[str, Dict[str, Any]]:
         info = {}
diff --git a/providers/shodan_provider.py b/providers/shodan_provider.py
index f21c2dc..31e3ee2 100644
--- a/providers/shodan_provider.py
+++ b/providers/shodan_provider.py
@@ -146,35 +146,30 @@ class ShodanProvider(BaseProvider):
                     result = self._process_shodan_data(normalized_ip, data)
                     self._save_to_cache(cache_file, result, data)  # Save both result and raw data
                 elif response and response.status_code == 404:
-                    # Handle 404 "No information available" as successful empty result
-                    try:
-                        error_data = response.json()
-                        if "No information available" in error_data.get('error', ''):
-                            # This is a successful query - Shodan just has no data
-                            self.logger.logger.debug(f"Shodan has no information for {normalized_ip}")
-                            result = ProviderResult()  # Empty but successful result
-                            # Cache the empty result to avoid repeated queries
-                            self._save_to_cache(cache_file, result, {'error': 'No information available'})
-                        else:
-                            # Some other 404 error - treat as failure
-                            raise requests.exceptions.RequestException(f"Shodan API returned 404: {error_data}")
-                    except (ValueError, KeyError):
-                        # Could not parse JSON response - treat as failure
-                        raise requests.exceptions.RequestException(f"Shodan API returned 404 with unparseable response")
+                    # Handle all 404s as successful "no information available" responses
+                    # Shodan returns 404 when no information is available for an IP
+                    self.logger.logger.debug(f"Shodan has no information for {normalized_ip}")
+                    result = ProviderResult()  # Empty but successful result
+                    # Cache the empty result to avoid repeated queries
+                    self._save_to_cache(cache_file, result, {'error': 'No information available'})
                 elif cache_status == "stale":
                     # If API fails on a stale cache, use the old data
                     result = self._load_from_cache(cache_file)
+                    self.logger.logger.info(f"Using stale cache for {normalized_ip} due to API failure")
                 else:
                     # Other HTTP error codes should be treated as failures
                     status_code = response.status_code if response else "No response"
                     raise requests.exceptions.RequestException(f"Shodan API returned HTTP {status_code}")
 
         except requests.exceptions.RequestException as e:
-            self.logger.logger.info(f"Shodan API query returned no info for {normalized_ip}: {e}")
+            self.logger.logger.debug(f"Shodan API error for {normalized_ip}: {e}")
             if cache_status == "stale":
+                # Use stale cache if available
                 result = self._load_from_cache(cache_file)
+                self.logger.logger.info(f"Using stale cache for {normalized_ip} due to API error")
             else:
-                # Re-raise for retry scheduling - but only for actual failures
+                # FIXED: Only re-raise for actual network/timeout errors, not 404s
+                # 404s are already handled above as successful empty results
                 raise e
         
         return result
diff --git a/utils/__init__.py b/utils/__init__.py
index e69de29..ae1ff67 100644
--- a/utils/__init__.py
+++ b/utils/__init__.py
@@ -0,0 +1,22 @@
+# dnsrecon-reduced/utils/__init__.py
+
+"""
+Utility modules for DNSRecon.
+Contains helper functions, export management, and supporting utilities.
+"""
+
+from .helpers import is_valid_target, _is_valid_domain, _is_valid_ip, get_ip_version, normalize_ip
+from .export_manager import export_manager, ExportManager, CustomJSONEncoder
+
+__all__ = [
+    'is_valid_target',
+    '_is_valid_domain', 
+    '_is_valid_ip',
+    'get_ip_version',
+    'normalize_ip',
+    'export_manager',
+    'ExportManager',
+    'CustomJSONEncoder'
+]
+
+__version__ = "1.0.0"
\ No newline at end of file
diff --git a/utils/export_manager.py b/utils/export_manager.py
new file mode 100644
index 0000000..5bd6eb9
--- /dev/null
+++ b/utils/export_manager.py
@@ -0,0 +1,336 @@
+# dnsrecon-reduced/utils/export_manager.py
+
+"""
+Centralized export functionality for DNSRecon.
+Handles all data export operations with forensic integrity and proper formatting.
+"""
+
+import json
+from datetime import datetime, timezone
+from typing import Dict, Any, List, Optional
+from decimal import Decimal
+
+from utils.helpers import _is_valid_domain, _is_valid_ip
+import networkx as nx
+
+
+class ExportManager:
+    """
+    Centralized manager for all DNSRecon export operations.
+    Maintains forensic integrity and provides consistent export formats.
+    """
+    
+    def __init__(self):
+        """Initialize export manager."""
+        pass
+    
+    def export_scan_results(self, scanner) -> Dict[str, Any]:
+        """
+        Export complete scan results with forensic metadata.
+        
+        Args:
+            scanner: Scanner instance with completed scan data
+            
+        Returns:
+            Complete scan results dictionary
+        """
+        graph_data = self.export_graph_json(scanner.graph)
+        audit_trail = scanner.logger.export_audit_trail()
+        provider_stats = {}
+        
+        for provider in scanner.providers:
+            provider_stats[provider.get_name()] = provider.get_statistics()
+        
+        results = {
+            'scan_metadata': {
+                'target_domain': scanner.current_target,
+                'max_depth': scanner.max_depth,
+                'final_status': scanner.status,
+                'total_indicators_processed': scanner.indicators_processed,
+                'enabled_providers': list(provider_stats.keys()),
+                'session_id': scanner.session_id
+            },
+            'graph_data': graph_data,
+            'forensic_audit': audit_trail,
+            'provider_statistics': provider_stats,
+            'scan_summary': scanner.logger.get_forensic_summary()
+        }
+        
+        # Add export metadata
+        results['export_metadata'] = {
+            'export_timestamp': datetime.now(timezone.utc).isoformat(),
+            'export_version': '1.0.0',
+            'forensic_integrity': 'maintained'
+        }
+        
+        return results
+    
+    def export_targets_list(self, scanner) -> str:
+        """
+        Export all discovered domains and IPs as a text file.
+        
+        Args:
+            scanner: Scanner instance with graph data
+            
+        Returns:
+            Newline-separated list of targets
+        """
+        nodes = scanner.graph.get_graph_data().get('nodes', [])
+        targets = {
+            node['id'] for node in nodes 
+            if _is_valid_domain(node['id']) or _is_valid_ip(node['id'])
+        }
+        return "\n".join(sorted(list(targets)))
+    
+    def generate_executive_summary(self, scanner) -> str:
+        """
+        Generate a natural-language executive summary of scan results.
+        
+        Args:
+            scanner: Scanner instance with completed scan data
+            
+        Returns:
+            Formatted executive summary text
+        """
+        summary = []
+        now = datetime.now(timezone.utc).strftime('%Y-%m-%d %H:%M:%S %Z')
+        scan_metadata = scanner.get_scan_status()
+        graph_data = scanner.graph.get_graph_data()
+        nodes = graph_data.get('nodes', [])
+        edges = graph_data.get('edges', [])
+
+        summary.append(f"DNSRecon Executive Summary")
+        summary.append(f"Report Generated: {now}")
+        summary.append("="*40)
+
+        # Scan Overview
+        summary.append("\n## Scan Overview")
+        summary.append(f"- Initial Target: {scanner.current_target}")
+        summary.append(f"- Scan Status: {scanner.status.capitalize()}")
+        summary.append(f"- Analysis Depth: {scanner.max_depth}")
+        summary.append(f"- Total Indicators Found: {len(nodes)}")
+        summary.append(f"- Total Relationships Discovered: {len(edges)}")
+
+        # Key Findings
+        summary.append("\n## Key Findings")
+        domains = [n for n in nodes if n['type'] == 'domain']
+        ips = [n for n in nodes if n['type'] == 'ip']
+        isps = [n for n in nodes if n['type'] == 'isp']
+        cas = [n for n in nodes if n['type'] == 'ca']
+
+        summary.append(f"- Discovered {len(domains)} unique domain(s).")
+        summary.append(f"- Identified {len(ips)} unique IP address(es).")
+        if isps:
+            summary.append(f"- Infrastructure is hosted across {len(isps)} unique ISP(s).")
+        if cas:
+            summary.append(f"- Found certificates issued by {len(cas)} unique Certificate Authorit(y/ies).")
+
+        # Detailed Findings
+        summary.append("\n## Detailed Findings")
+        
+        # Domain Analysis
+        if domains:
+            summary.append("\n### Domain Analysis")
+            for domain in domains[:5]:  # Report on first 5
+                summary.append(f"\n- Domain: {domain['id']}")
+                
+                # Associated IPs
+                associated_ips = [edge['to'] for edge in edges 
+                                if edge['from'] == domain['id'] and _is_valid_ip(edge['to'])]
+                if associated_ips:
+                    summary.append(f"  - Associated IPs: {', '.join(associated_ips)}")
+                
+                # Certificate info
+                cert_attributes = [attr for attr in domain.get('attributes', []) 
+                                 if attr.get('name', '').startswith('cert_')]
+                if cert_attributes:
+                    issuer = next((attr['value'] for attr in cert_attributes 
+                                 if attr['name'] == 'cert_issuer_name'), 'N/A')
+                    valid_until = next((attr['value'] for attr in cert_attributes 
+                                      if attr['name'] == 'cert_not_after'), 'N/A')
+                    summary.append(f"  - Certificate Issuer: {issuer}")
+                    summary.append(f"  - Certificate Valid Until: {valid_until}")
+
+        # IP Address Analysis
+        if ips:
+            summary.append("\n### IP Address Analysis")
+            for ip in ips[:5]:  # Report on first 5
+                summary.append(f"\n- IP Address: {ip['id']}")
+                
+                # Hostnames
+                hostnames = [edge['to'] for edge in edges 
+                           if edge['from'] == ip['id'] and _is_valid_domain(edge['to'])]
+                if hostnames:
+                    summary.append(f"  - Associated Hostnames: {', '.join(hostnames)}")
+                
+                # ISP
+                isp_edge = next((edge for edge in edges 
+                               if edge['from'] == ip['id'] and 
+                               any(node['id'] == edge['to'] and node['type'] == 'isp' 
+                                   for node in nodes)), None)
+                if isp_edge:
+                    summary.append(f"  - ISP: {isp_edge['to']}")
+
+        # Data Sources
+        summary.append("\n## Data Sources")
+        provider_stats = scanner.logger.get_forensic_summary().get('provider_statistics', {})
+        for provider, stats in provider_stats.items():
+            relationships = stats.get('relationships_discovered', 0)
+            requests = stats.get('successful_requests', 0)
+            summary.append(f"- {provider.capitalize()}: {relationships} relationships from {requests} requests.")
+        
+        summary.append("\n" + "="*40)
+        summary.append("End of Report")
+        
+        return "\n".join(summary)
+    
+    def export_graph_json(self, graph_manager) -> Dict[str, Any]:
+        """
+        Export complete graph data as a JSON-serializable dictionary.
+        Moved from GraphManager to centralize export functionality.
+        
+        Args:
+            graph_manager: GraphManager instance with graph data
+            
+        Returns:
+            Complete graph data with export metadata
+        """
+        graph_data = nx.node_link_data(graph_manager.graph, edges="edges")
+        
+        return {
+            'export_metadata': {
+                'export_timestamp': datetime.now(timezone.utc).isoformat(),
+                'graph_creation_time': graph_manager.creation_time,
+                'last_modified': graph_manager.last_modified,
+                'total_nodes': graph_manager.get_node_count(),
+                'total_edges': graph_manager.get_edge_count(),
+                'graph_format': 'dnsrecon_v1_unified_model'
+            },
+            'graph': graph_data,
+            'statistics': graph_manager.get_statistics()
+        }
+    
+    def serialize_to_json(self, data: Dict[str, Any], indent: int = 2) -> str:
+        """
+        Serialize data to JSON with custom handling for non-serializable objects.
+        
+        Args:
+            data: Data to serialize
+            indent: JSON indentation level
+            
+        Returns:
+            JSON string representation
+        """
+        try:
+            return json.dumps(data, indent=indent, cls=CustomJSONEncoder, ensure_ascii=False)
+        except Exception:
+            # Fallback to aggressive cleaning
+            cleaned_data = self._clean_for_json(data)
+            return json.dumps(cleaned_data, indent=indent, ensure_ascii=False)
+    
+    def _clean_for_json(self, obj, max_depth: int = 10, current_depth: int = 0) -> Any:
+        """
+        Recursively clean an object to make it JSON serializable.
+        Handles circular references and problematic object types.
+        
+        Args:
+            obj: Object to clean
+            max_depth: Maximum recursion depth
+            current_depth: Current recursion depth
+            
+        Returns:
+            JSON-serializable object
+        """
+        if current_depth > max_depth:
+            return f"<max_depth_exceeded_{type(obj).__name__}>"
+        
+        if obj is None or isinstance(obj, (bool, int, float, str)):
+            return obj
+        elif isinstance(obj, datetime):
+            return obj.isoformat()
+        elif isinstance(obj, (set, frozenset)):
+            return list(obj)
+        elif isinstance(obj, dict):
+            cleaned = {}
+            for key, value in obj.items():
+                try:
+                    # Ensure key is string
+                    clean_key = str(key) if not isinstance(key, str) else key
+                    cleaned[clean_key] = self._clean_for_json(value, max_depth, current_depth + 1)
+                except Exception:
+                    cleaned[str(key)] = f"<serialization_error_{type(value).__name__}>"
+            return cleaned
+        elif isinstance(obj, (list, tuple)):
+            cleaned = []
+            for item in obj:
+                try:
+                    cleaned.append(self._clean_for_json(item, max_depth, current_depth + 1))
+                except Exception:
+                    cleaned.append(f"<serialization_error_{type(item).__name__}>")
+            return cleaned
+        elif hasattr(obj, '__dict__'):
+            try:
+                return self._clean_for_json(obj.__dict__, max_depth, current_depth + 1)
+            except Exception:
+                return str(obj)
+        elif hasattr(obj, 'value'):
+            # For enum-like objects
+            return obj.value
+        else:
+            return str(obj)
+    
+    def generate_filename(self, target: str, export_type: str, timestamp: Optional[datetime] = None) -> str:
+        """
+        Generate standardized filename for exports.
+        
+        Args:
+            target: Target domain/IP being scanned
+            export_type: Type of export (json, txt, summary)
+            timestamp: Optional timestamp (defaults to now)
+            
+        Returns:
+            Formatted filename with forensic naming convention
+        """
+        if timestamp is None:
+            timestamp = datetime.now(timezone.utc)
+        
+        timestamp_str = timestamp.strftime('%Y%m%d_%H%M%S')
+        safe_target = "".join(c for c in target if c.isalnum() or c in ('-', '_', '.')).rstrip()
+        
+        extension_map = {
+            'json': 'json',
+            'txt': 'txt', 
+            'summary': 'txt',
+            'targets': 'txt'
+        }
+        
+        extension = extension_map.get(export_type, 'txt')
+        return f"dnsrecon_{export_type}_{safe_target}_{timestamp_str}.{extension}"
+
+
+class CustomJSONEncoder(json.JSONEncoder):
+    """Custom JSON encoder to handle non-serializable objects."""
+    
+    def default(self, obj):
+        if isinstance(obj, datetime):
+            return obj.isoformat()
+        elif isinstance(obj, set):
+            return list(obj)
+        elif isinstance(obj, Decimal):
+            return float(obj)
+        elif hasattr(obj, '__dict__'):
+            # For custom objects, try to serialize their dict representation
+            try:
+                return obj.__dict__
+            except:
+                return str(obj)
+        elif hasattr(obj, 'value') and hasattr(obj, 'name'):
+            # For enum objects
+            return obj.value
+        else:
+            # For any other non-serializable object, convert to string
+            return str(obj)
+
+
+# Global export manager instance
+export_manager = ExportManager()
\ No newline at end of file