feat(market-intel): Finalize Level 4 Competitive Radar (Semantics & Relations)

- Implemented semantic classification for Products (e.g. 'Cleaning', 'Logistics') and Battlecards (e.g. 'Price', 'Support').
- Created 'import_competitive_radar.py' for full 4-database relational import to Notion.
- Updated Orchestrator with new prompts for structured output.
- Cleaned up obsolete scripts.

competitor-analysis-app/competitor_analysis_orchestrator.py

@@ -301,10 +301,20 @@ DATENBASIS ({c_name}):
 
 AUFGABE:
 Erstelle eine präzise Analyse. Antworte als valides JSON-Objekt (NICHT als Liste).
+
+STANDARD-KATEGORIEN FÜR PRODUKTE:
+- "Cleaning (Indoor)"
+- "Cleaning (Outdoor)"
+- "Transport/Logistics"
+- "Service/Gastro"
+- "Security/Inspection"
+- "Software/Fleet Mgmt"
+- "Other"
+
 Struktur:
 {{
   "competitor": {{ "name": "{c_name}", "url": "{c_url}" }},
-  "portfolio": [ {{ "product": "...", "purpose": "..." }} ],
+  "portfolio": [ {{ "product": "...", "purpose": "...", "category": "..." }} ],
   "target_industries": ["..."],
   "delivery_model": "...",
   "overlap_score": 0-100,
@@ -320,7 +330,14 @@ Struktur:
             "type": "object",
             "properties": {
                 "competitor": {"type": "object", "properties": {"name": {"type": "string"}, "url": {"type": "string"}}},
-                "portfolio": {"type": "array", "items": {"type": "object", "properties": {"product": {"type": "string"}, "purpose": {"type": "string"}}}},
+                "portfolio": {"type": "array", "items": {
+                    "type": "object", 
+                    "properties": {
+                        "product": {"type": "string"}, 
+                        "purpose": {"type": "string"},
+                        "category": {"type": "string", "enum": ["Cleaning (Indoor)", "Cleaning (Outdoor)", "Transport/Logistics", "Service/Gastro", "Security/Inspection", "Software/Fleet Mgmt", "Other"]}
+                    }
+                }},
                 "target_industries": {"type": "array", "items": {"type": "string"}},
                 "delivery_model": {"type": "string"},
                 "overlap_score": {"type": "integer"},
@@ -506,12 +523,22 @@ WETTBEWERBER & UNTERSCHEIDUNGSMERKMALE:
 SILVER BULLETS (Argumentationshilfen):
 {bullets}
 
+KATEGORIEN FÜR LANDMINES & SCHWÄCHEN:
+- "Price/TCO"
+- "Service/Support"
+- "Technology/AI"
+- "Performance"
+- "Trust/Reliability"
+- "Company Viability"
+
 AUFGABE:
 Erstelle für JEDEN oben genannten Wettbewerber eine Battlecard.
 - "competitor_name": Exakter Name aus der Liste.
 - "win_themes": Warum gewinnen wir?
 - "kill_points": Schwächen des Gegners.
-- "silver_bullet": Das beste Argument (nutze die Silver Bullets als Inspiration).
+- "silver_bullet": Das beste Argument.
+- "landmine_questions": Kritische Fragen für den Kunden.
+- WICHTIG: Ordne jedem Punkt in "landmine_questions" und "strengths_vs_weaknesses" eine der oben genannten Kategorien zu.
 
 Antworte JSON.
 """.format(
@@ -533,8 +560,20 @@ Antworte JSON.
                             "type": "object",
                             "properties": { "focus": {"type": "string"}, "positioning": {"type": "string"} }
                         },
-                        "strengths_vs_weaknesses": {"type": "array", "items": {"type": "string"}},
-                        "landmine_questions": {"type": "array", "items": {"type": "string"}},
+                        "strengths_vs_weaknesses": {
+                            "type": "array", 
+                            "items": {
+                                "type": "object",
+                                "properties": {"text": {"type": "string"}, "category": {"type": "string"}}
+                            }
+                        },
+                        "landmine_questions": {
+                            "type": "array", 
+                            "items": {
+                                "type": "object",
+                                "properties": {"text": {"type": "string"}, "category": {"type": "string"}}
+                            }
+                        },
                         "silver_bullet": {"type": "string"}
                     },
                     "required": ["competitor_name", "competitor_profile", "strengths_vs_weaknesses", "landmine_questions", "silver_bullet"]

competitor-analysis-app/types.ts

@@ -42,6 +42,7 @@ export interface Analysis {
     portfolio: {
         product: string;
         purpose: string;
+        category?: string;
     }[];
     target_industries: string[];
     delivery_model: string;
@@ -76,8 +77,8 @@ export interface Battlecard {
         focus: string;
         positioning: string;
     };
-    strengths_vs_weaknesses: string[];
-    landmine_questions: string[];
+    strengths_vs_weaknesses: (string | { text: string; category: string })[];
+    landmine_questions: (string | { text: string; category: string })[];
     silver_bullet: string;
 }