.

services/generator.py

@@ -472,6 +472,18 @@ NICHE-SPECIFIC REQUIREMENTS (GLP-1 / WEIGHT LOSS):
 - AVOID: unrealistic body standards, extreme before/after manipulation
 - AVOID: medical claims without proper framing, shame-based imagery only
 - Include elements of: medical authority, social proof, simplicity, variety
+"""
+        elif niche == "auto_insurance":
+            return """
+NICHE-SPECIFIC REQUIREMENTS (AUTO INSURANCE):
+- Focus on REALISTIC driving scenarios and protection
+- Show real situations: safe driving, accidents, family safety, financial protection
+- Use authentic emotions: fear of accidents, relief of coverage, family responsibility, savings
+- Target pain points: high premiums, accident fears, coverage gaps, legal requirements
+- Messaging must feel URGENT but trustworthy
+- Visual concepts: real drivers, real cars, real protection scenarios, savings proof
+- AVOID: extreme accident scenes, fear-mongering, unrealistic scenarios
+- AVOID: generic stock photos, overly dramatic crash imagery
 """
         return ""
     
@@ -485,6 +497,8 @@ NICHE-SPECIFIC REQUIREMENTS (GLP-1 / WEIGHT LOSS):
             return "Consider using oddly specific prices (e.g., $97.33 instead of $100) if the ad format calls for it. Typical range: $37-$147/month. Only include if it enhances believability and fits the ad format."
         elif niche == "glp1":
             return "Consider using specific prices if relevant to the ad format. Typical range: $197-$497. Only include if it enhances the message and fits the ad strategy."
+        elif niche == "auto_insurance":
+            return "Consider using oddly specific prices (e.g., $29.00 or $67.33 instead of $30 or $70) if the ad format calls for it. Typical range: $29-$150/month. Only include if it enhances believability and fits the ad format."
         return "Use contextually appropriate prices if the ad format requires them. Make them oddly specific (not rounded) for believability."
     
     def _generate_niche_numbers(self, niche: str) -> Dict[str, str]:
@@ -517,6 +531,18 @@ NICHE-SPECIFIC REQUIREMENTS (GLP-1 / WEIGHT LOSS):
                 "sizes": f"{sizes_dropped} dress sizes",
                 "metric": "pounds lost",
             }
+        elif niche == "auto_insurance":
+            # Auto insurance savings numbers
+            before = random.randint(1200, 2400)
+            savings_pct = random.uniform(0.50, 0.70)
+            after = int(before * (1 - savings_pct))
+            return {
+                "type": "savings",
+                "before": f"${before:,}/year",
+                "after": f"${after}/year",
+                "difference": f"${before - after:,}",
+                "metric": "savings per year",
+            }
         return {}
     
     def _get_framework_container_compatibility(self, framework_key: str) -> List[str]: